John Maynard Keynes: technological unemployment

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pages: 279 words: 87,910

How Much Is Enough?: Money and the Good Life by Robert Skidelsky, Edward Skidelsky

banking crisis, basic income, Bertrand Russell: In Praise of Idleness, Bonfire of the Vanities, call centre, carbon credits, creative destruction, critique of consumerism, David Ricardo: comparative advantage, death of newspapers, Dr. Strangelove, financial innovation, Francis Fukuyama: the end of history, full employment, Great Leap Forward, guns versus butter model, happiness index / gross national happiness, Herbert Marcuse, income inequality, income per capita, informal economy, Intergovernmental Panel on Climate Change (IPCC), invisible hand, John Maynard Keynes: Economic Possibilities for our Grandchildren, John Maynard Keynes: technological unemployment, Joseph Schumpeter, market clearing, market fundamentalism, Meghnad Desai, Paul Samuelson, Philippa Foot, planned obsolescence, precautionary principle, profit motive, purchasing power parity, Ralph Waldo Emerson, retail therapy, Robert Solow, The Wealth of Nations by Adam Smith, Thomas Malthus, Thorstein Veblen, Tobin tax, union organizing, University of East Anglia, Veblen good, wage slave, wealth creators, World Values Survey, zero-sum game

ALSO BY ROBERT SKIDELSKY Keynes: The Return of the Master (2009) John Maynard Keynes 1883–1946: Economist, Philosopher, Statesman (2004) John Maynard Keynes: Fighting for Britain, 1937–1946 (2000) 2002 Arthur Ross Book Award Gold Medal 2001 Lionel Gelber Prize The World After Communism: A Polemic for our Times (1995) Interests and Obsessions: Historical Essays (1993) John Maynard Keynes: The Economist as Saviour, 1920–1937 (1992) John Maynard Keynes: Hopes Betrayed, 1883–1920 (1983) Oswald Mosley (1975) English Progressive Schools (1969) Politicians and the Slump: The Labour Government of 1929–1931 (1967) ALSO BY EDWARD SKIDELSKY Ernst Cassirer: The Last Philosopher of Culture (2009) Copyright © 2012 Robert Skidelsky and Edward Skidelsky Production Editor: Yvonne E.

Evidently, its persuasive power declines in conditions of abundance, when cheapness is no longer the main consideration. Notes INTRODUCTION 1. John Maynard Keynes, Essays in Persuasion, The Collected Writings of John Maynard Keynes, vol. 9 (Cambridge: Cambridge University Press, 1978), p. 293. 2. George Orwell, The Road to Wigan Pier (London: Penguin, 1989), p. 182. 3. W. Stanley Jevons, The Theory of Political Economy (London: Macmillan, 1911), p. 37. 4. Bertrand Russell, In Praise of Idleness and Other Essays (London: Routledge, 2004), p. 11. 5. Charles Baudelaire, Journaux intimes (Paris: Mercure de France, 1938), p. 61. 6. John Maynard Keynes, The General Theory of Employment, Interest, and Money, The Collected Writings of John Maynard Keynes, vol. 7 (Cambridge: Cambridge University Press, 1973), p. 374. 7.

.: Digireads.com, 2009; first publ. 1759), p. 40; Alfred Marshall, Principles of Economics (London: Prometheus Books, 1920), p. 1; Lionel Robbins, An Essay on the Nature and Significance of Economic Science (London: Macmillan, 1932), p. 16. 10. Keynes, Essays in Persuasion, p. 332. CHAPTER 1. KEYNES’S MISTAKE 1. Quoted in Robert Skidelsky, John Maynard Keynes: The Economist as Saviour 1920–1937 (London: Macmillan, 1992), pp. 72, 235. 2. For the essay as a whole see John Maynard Keynes, Essays in Persuasion, The Collected Writings of John Maynard Keynes, vol. 9 (Cambridge: Cambridge University Press, 1978), pp. 321–32. It is reprinted from Keynes’s 1931 Essays in Persuasion. For the earlier outings, see Skidelsky, Keynes: The Economist as Saviour, p. 634, n. 53. 3. G. E. Moore, Principia Ethica (Cambridge: Cambridge University Press, 1903), pp. 188–9. 4.


pages: 909 words: 130,170

Work: A History of How We Spend Our Time by James Suzman

agricultural Revolution, AlphaGo, Anthropocene, basic income, biodiversity loss, carbon footprint, clean water, coronavirus, corporate social responsibility, cyber-physical system, David Graeber, death from overwork, deepfake, do-ocracy, double entry bookkeeping, double helix, fake news, financial deregulation, Ford Model T, founder crops, Frederick Winslow Taylor, gentrification, Great Leap Forward, interchangeable parts, invention of agriculture, invention of writing, invisible hand, Isaac Newton, James Watt: steam engine, job automation, John Maynard Keynes: Economic Possibilities for our Grandchildren, John Maynard Keynes: technological unemployment, karōshi / gwarosa / guolaosi, Kibera, Kickstarter, late capitalism, lateral thinking, market bubble, New Urbanism, Occupy movement, ocean acidification, Parkinson's law, Peter Singer: altruism, post-industrial society, post-work, public intellectual, Rubik’s Cube, Schrödinger's Cat, scientific management, sharing economy, social intelligence, spinning jenny, The Future of Employment, the scientific method, The Wealth of Nations by Adam Smith, theory of mind, trickle-down economics, universal basic income, upwardly mobile, urban planning, work culture , zoonotic diseases

Even more importantly, it is now far from certain whether or not the service sector will be able to accommodate all of those whose work will be determined superfluous to requirements by the next tide of automation, whose waves are already licking against the shores of this last refuge of working men and women in the post-industrial age. 15 The New Disease ‘We are being afflicted with a new disease of which some readers may not yet have heard the name, but of which they will hear a great deal in the years to come – namely, technological unemployment,’ warned John Maynard Keynes when describing his post-work utopia. ‘This means unemployment due to our discovery of means of economising the use of labour outrunning the pace at which we can find new uses for labour,’ he added. It was a sensible clarification for his 1930s audience. People had worried about the possibility of their trades or livelihoods being elbowed out by new technologies and ways of working ever since the Industrial Revolution shifted into second gear.

The rapid expansion of services is also why despite the widespread automation of many once commonplace roles in many countries, from ticket sellers at train stations to checkout attendants in supermarkets, until recently discussion about the potential of automation to cannibalise the workplace remained largely confined to a few technology hubs, corporate boardrooms and academic journals. That all changed in September 2013, when Carl Frey and Michael Osborne from Oxford University published the results of a research project to assess the accuracy of John Maynard Keynes’s predictions about technological unemployment. The reason that the Oxford study caused such a stir was because Frey and Osborne concluded that not only were robots already queuing at the factory gates but that they had fixed their beady little robot-eyes on nearly half of all existing jobs in the United States.

Instead it now seems likely that several distinctive Homo sapiens lineages that shared a common ancestor around half a million years ago evolved in parallel with one another, and appeared near-simultaneously around 300,000 years ago in North Africa, southern Africa and the East African Rift Valley, and that all people today are made up of a mosaic of genetic features inherited from all of them. That all changed in September 2013, when Carl Frey and Michael Osborne from Oxford University published the results of a research project to assess the accuracy of John Maynard Keynes’s predictions about technological unemployment. Cooking not only makes meat more palatable; it also vastly extends the range of plant foods that we can eat. Many tubers, stalks, leaves and fruits that are indigestible – or even poisonous – raw are both nutritious and flavoursome when cooked. Eating uncooked nettles, for example, is a recipe for pain.


pages: 330 words: 77,729

Big Three in Economics: Adam Smith, Karl Marx, and John Maynard Keynes by Mark Skousen

Albert Einstein, banking crisis, behavioural economics, Berlin Wall, Bretton Woods, business climate, business cycle, creative destruction, David Ricardo: comparative advantage, delayed gratification, experimental economics, financial independence, Financial Instability Hypothesis, foreign exchange controls, full employment, Hernando de Soto, housing crisis, Hyman Minsky, inflation targeting, invisible hand, Isaac Newton, John Maynard Keynes: Economic Possibilities for our Grandchildren, John Maynard Keynes: technological unemployment, Joseph Schumpeter, Kenneth Arrow, laissez-faire capitalism, liberation theology, liquidity trap, low interest rates, means of production, Meghnad Desai, microcredit, minimum wage unemployment, money market fund, open economy, paradox of thrift, Pareto efficiency, Paul Samuelson, Phillips curve, Post-Keynesian economics, price stability, pushing on a string, rent control, Richard Thaler, rising living standards, road to serfdom, Robert Shiller, Robert Solow, rolodex, Ronald Coase, Ronald Reagan, school choice, secular stagnation, Simon Kuznets, The Chicago School, The Theory of the Leisure Class by Thorstein Veblen, The Wealth of Nations by Adam Smith, Thomas Malthus, Thorstein Veblen, Tobin tax, Tragedy of the Commons, unorthodox policies, Vilfredo Pareto, zero-sum game

productivity theory. Yale Professor Irving Fi Cambridge professor Alfred Marshall 1947) created the first p (1842-1924) helped transform eco- and developed the qu£ T H E G E N E R A L T H E O R Y OF E M P L O Y M E N T I N T E R E S T A N D M O N E Y JOHN MAYNARD KEYNES MACMILLAN AND CO.. LIMITED ST. MARTIN'S STREET. LONDON 1936 John Maynard Keynes ( 1 8 8 3 - 1 9 4 6 ) , B r i t i s h e c o n o m i s t and s t a t e s m a n , published his influential General Theory in 1936: "I believe myself to be writing a book which will largely revolutionise the way the world thinks about economic problems."

Essays in Persuasion. New York: W.W. Norton. . 1963 [1930]. Essays in Biography. New York: W.W. Norton. . 1971. Activities 1906-1914: India and Cambridge. The Collected Works of John Maynard Keynes. Vol. 15. London: Macmillan. . 1973a [1936]. The General Theory of Employment, Interest and Money. London: Macmillan. . 1973b. The General Theory and After, Part I, Preparation. The Collected Works of John Maynard Keynes. Vol. 13, ed. by Donald Moggridge. London: Macmillan. Klamer, Arjo, and David Colander. 1990. The Making of an Economist. Boulder, CO: Westview. Knight, Frank H. 1959. "Review of Ricardian Economics."

Siegel, Jeremy J. 2005. The Future for Investors. New York: Crown/Business. Simon, Julian L., ed. 1995. The State of Humanity. Cambridge, UK: Blackwell. . 1996. The Ultimate Resource 2. Princeton, NJ: Princeton University Press. Skidelsky, Robert. 1992. John Maynard Keynes: The Economist as Saviour, 1920-1937. London: Macmillan. . 2003. John Maynard Keynes: Economist, Philosopher, Statesman. New York: Penguin Books. Skousen, Mark. 1990. The Structure of Production. New York: New York University Press. , ed. 1992. Dissent on Keynes: A Critical Appraisal of Keynesian Economics. New York: Praeger. . 2001.


Work in the Future The Automation Revolution-Palgrave MacMillan (2019) by Robert Skidelsky Nan Craig

3D printing, Airbnb, algorithmic trading, AlphaGo, Alvin Toffler, Amazon Web Services, anti-work, antiwork, artificial general intelligence, asset light, autonomous vehicles, basic income, behavioural economics, business cycle, cloud computing, collective bargaining, Computing Machinery and Intelligence, correlation does not imply causation, creative destruction, data is the new oil, data science, David Graeber, David Ricardo: comparative advantage, deep learning, DeepMind, deindustrialization, Demis Hassabis, deskilling, disintermediation, do what you love, Donald Trump, driverless car, Erik Brynjolfsson, fake news, feminist movement, Ford Model T, Frederick Winslow Taylor, future of work, Future Shock, general purpose technology, gig economy, global supply chain, income inequality, independent contractor, informal economy, Internet of things, Jarndyce and Jarndyce, Jarndyce and Jarndyce, job automation, job polarisation, John Maynard Keynes: Economic Possibilities for our Grandchildren, John Maynard Keynes: technological unemployment, John von Neumann, Joseph Schumpeter, knowledge economy, Loebner Prize, low skilled workers, Lyft, Mark Zuckerberg, means of production, moral panic, Network effects, new economy, Nick Bostrom, off grid, pattern recognition, post-work, Ronald Coase, scientific management, Second Machine Age, self-driving car, sharing economy, SoftBank, Steve Jobs, strong AI, tacit knowledge, technological determinism, technoutopianism, TED Talk, The Chicago School, The Future of Employment, the market place, The Nature of the Firm, The Wealth of Nations by Adam Smith, Thorstein Veblen, Turing test, Uber for X, uber lyft, universal basic income, wealth creators, working poor

Among other awards, he has received the Hegel Prize, the Spinoza Prize, an honorary doctorate from the University of Cambridge and the Centennial Medal from Harvard University. He teaches sociology at New York University and at the London School of Economics. Robert Skidelsky is Emeritus Professor of Political Economy at Warwick University. His three-volume biography of John Maynard Keynes (1983, 1992, 2000) won five prizes and his book on the financial crisis—Keynes: The Return of the Master—was published in September 2010. He was made a member of the House of Lords in 1991 (he sits on the cross-­ benches) and elected a fellow of the British Academy in 1994. He is also the co-author of How Much is Enough?

We hope this book will contribute to that debate. 2 The Future of Work Robert Skidelsky A society, wrote Jan Patočka, is decadent if it encourages a decadent life, ‘a life addicted to what is inhuman by its very nature’.1 It is in this spirit that I want to explore the impact of technology on the human condition, and especially on work. Is technology making the human race redundant materially and spiritually—both as producers of wealth and producers of meaning? For an optimistic answer to this question, let me turn to John Maynard Keynes. In his 1930 essay, ‘Economic Possibilities for our Grandchildren’, Keynes thought that technological progress would produce so much extra wealth that in about 100 years or even less, we would be able to reduce working hours to just 15 a week, or 3 a day. This process, he warned, was unlikely be smooth. 1 Heretical Essays in the Philosophy of History, 97.

The headlines tell us that robots are gobbling up human jobs at an unprecedented rate—that up to 30 per cent of today’s work will be automated within 20 or so years. And the jobs themselves are becoming ever more precarious. So the old question is being posed ever more urgently: are machines a threat or a promise? Quoted from Robert Skidelsky ed. John Maynard Keynes: The Essential Keynes, 80. Italics in original. 2 2 The Future of Work 11 Work in History The western concept of work starts with the ‘disdain for work’ of the ancient world. Working for a living was despised. The good life was one devoted to politics in the Greek conception and to self-cultivation in the Roman.


pages: 235 words: 62,862

Utopia for Realists: The Case for a Universal Basic Income, Open Borders, and a 15-Hour Workweek by Rutger Bregman

"World Economic Forum" Davos, Alan Greenspan, autonomous vehicles, banking crisis, Bartolomé de las Casas, basic income, Berlin Wall, Bertrand Russell: In Praise of Idleness, Branko Milanovic, cognitive dissonance, computer age, conceptual framework, credit crunch, David Graeber, Diane Coyle, driverless car, Erik Brynjolfsson, everywhere but in the productivity statistics, Fall of the Berlin Wall, Ford Model T, Francis Fukuyama: the end of history, Frank Levy and Richard Murnane: The New Division of Labor, full employment, George Gilder, George Santayana, happiness index / gross national happiness, Henry Ford's grandson gave labor union leader Walter Reuther a tour of the company’s new, automated factory…, income inequality, invention of gunpowder, James Watt: steam engine, John Markoff, John Maynard Keynes: Economic Possibilities for our Grandchildren, John Maynard Keynes: technological unemployment, Kevin Kelly, Kickstarter, knowledge economy, knowledge worker, Kodak vs Instagram, low skilled workers, means of production, megacity, meta-analysis, microcredit, minimum wage unemployment, Mont Pelerin Society, Nathan Meyer Rothschild: antibiotics, Occupy movement, offshore financial centre, Paul Samuelson, Peter Thiel, post-industrial society, precariat, public intellectual, radical decentralization, RAND corporation, randomized controlled trial, Ray Kurzweil, Ronald Reagan, Rutger Bregman, Second Machine Age, Silicon Valley, Simon Kuznets, Skype, stem cell, Steven Pinker, TED Talk, telemarketer, The future is already here, The Future of Employment, The Spirit Level, The Theory of the Leisure Class by Thorstein Veblen, The Wealth of Nations by Adam Smith, Thomas Malthus, Thorstein Veblen, Tyler Cowen, Tyler Cowen: Great Stagnation, universal basic income, wage slave, War on Poverty, We wanted flying cars, instead we got 140 characters, wikimedia commons, women in the workforce, working poor, World Values Survey

Antoin Murphy, “Money in an Economy Without Banks – the Case of Ireland,” The Manchester School (March 1978), pp. 44-45. 9. Donal Buckley, “How six-month bank strike rocked the nation,” Independent (December 29, 1999). 10. Umair Haque, op. cit. 11. Roger Bootle, “Why the economy needs to stress creation over distribution,” The Telegraph (October 17, 2009). 12. John Maynard Keynes, “Economic Possibilities for our Grandchildren,” in: John Maynard Keynes, Essays in Persuasion (New York, 1963), pp. 358-373. 13. Alfred Kleinknecht, Ro Naastepad, and Servaas Storm, “Overdaad schaadt: meer management, minder productiviteitsgroei,” ESB (September 8, 2006). 14. See: Tony Schwartz and Christine Poratz, “Why You Hate Work,” The New York Times (May 30, 2014). http://www.nytimes.com/2014/06/01/opinion/sunday/why-you-hate-work.html?

European Tunnel Vision & the Curious Case of the Missing Left,” SPERI Paper No.9 (February 2014). http://speri.dept.shef.ac.uk/wp-content/up-loads/2013/01/SPERI-Paper-No.9-The-Social-Bases-of-Austerity-PDF-579KB.pdf 23. John Maynard Keynes, The General Theory of Employment, Interest and Money (1936), last paragraph. 24. Quoted in: Burgin, The Great Persuasion, p. 217. 25. John Maynard Keynes, General Theory, last paragraph. Acknowledgments No book is ever written alone, but never before have I had such a wealth of support. My thanks firstly to the members of The Correspondent, who provided input and tips on articles and books, as well as pointing out various errors.

The widespread nostalgia, the yearning for a past that never really was, suggests that we still have ideals, even if we have buried them alive. True progress begins with something no knowledge economy can produce: wisdom about what it means to live well. We have to do what great thinkers like John Stuart Mill, Bertrand Russell, and John Maynard Keynes were already advocating 100 years ago: to “value ends above means and prefer the good to the useful.”31 We have to direct our minds to the future. To stop consuming our own discontent through polls and the relentlessly bad-news media. To consider alternatives and form new collectives. To transcend this confining zeitgeist and recognize our shared idealism.


The State and the Stork: The Population Debate and Policy Making in US History by Derek S. Hoff

affirmative action, Alan Greenspan, Alfred Russel Wallace, back-to-the-land, British Empire, business cycle, classic study, clean water, creative destruction, David Ricardo: comparative advantage, demographic transition, desegregation, Edward Glaeser, feminist movement, full employment, garden city movement, Garrett Hardin, George Gilder, Gregor Mendel, Gunnar Myrdal, guns versus butter model, Herman Kahn, immigration reform, income inequality, income per capita, invisible hand, It's morning again in America, Jane Jacobs, John Maynard Keynes: technological unemployment, Joseph Schumpeter, labor-force participation, Lewis Mumford, manufacturing employment, mass immigration, New Economic Geography, new economy, old age dependency ratio, open immigration, Paul Samuelson, peak oil, pensions crisis, profit motive, public intellectual, Ralph Waldo Emerson, road to serfdom, Robert Solow, Ronald Reagan, scientific management, Scientific racism, secular stagnation, Simon Kuznets, The Chicago School, The Wealth of Nations by Adam Smith, Thomas L Friedman, Thomas Malthus, Thorstein Veblen, Tragedy of the Commons, trickle-down economics, urban planning, urban sprawl, W. E. B. Du Bois, wage slave, War on Poverty, white flight, zero-sum game

The oscillating Malthusian model of stagnation—higher incomes produce a population surge, but the excess of people drives incomes down, stunting population until incomes rise and the process starts all over—says little about most economies since 1800.11 When examining the American experience, enthusiasts of population growth point to the coincidence of a sluggish birthrate with a sluggish economy in the 1930s and 1970s, and the coincidence of the Baby Boom with a healthy economy in the 1950s. John Maynard Keynes, one of the most important economists of all time and a major focus of this book, articulated perhaps the strongest argument that population growth aids the economy, and his stance was psychological: businesspeople tend to think that a bumper crop of babies is beneficial in the long run, and therefore introduction 5 they may invest accordingly.

This consensus did not disappear, as the prevailing wisdom suggests, only reemerging briefly in the late 1960s in the form of the Malthusian “zero population growth” movement. Rather, unease about population growth incorporated the innovative liberal economic ideas that prevailed at midcentury, particularly British economist John Maynard Keynes’s stress on government-sponsored mass consumption. During the Great Depression of the 1930s, the birthrate declined meaningfully, and demographers projected an eventual drop in the total population. Historians 12 introduction widely but incorrectly assume that the falling birthrate, given its concurrence with the Great Depression, led to a universal advocacy of population growth as an economic virtue.

Swede Knut Wicksell 68 chapter 2 (whom we last saw in jail) may have been the first to use the term “optimum population.”145 In the 1920s, several well-known British economists centered in London pursued optimum theory, including Edwin Cannan and Lionel Robbins; the latter would emerge as a leading figure in modern, post–World War II economic growth theory.146 A more traditional Malthusianism emanated from economists associated with Cambridge University, led by Harold Wright and John Maynard Keynes. As we will see, Keynes would break away from Malthusianism in the 1930s.147 The leading American theorist of the optimum population was Ohio State’s A. B. Wolfe.148 In scholarly collections such as Louis Dublin’s Population Problems (1926) as well as in more popular forums, Wolfe demanded that public policy seek the optimum population, rather than merely prevent “absolute overpopulation,” through measures “which will secure such adjustment between population and natural resources as will enable us to live as well as possible.”149 Operating from the Malthusian scarcity perspective, Wolfe rejected the assumptions of those he deemed “anti-Malthusian optimists” that migration and invention held the dual keys to avoiding the Malthusian squeeze.150 On the question of migration, Wolfe joined the end-of-frontier chorus and suggested, “Only inferior lands, limited in extent, remain for settlement.”151 Much more original, during a decade of unbridled optimism about the benefits of technology, was Wolfe’s insistence on the limits of technical innovation.


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The Classical School by Callum Williams

"Friedman doctrine" OR "shareholder theory", bank run, banking crisis, basic income, Brexit referendum, British Empire, Capital in the Twenty-First Century by Thomas Piketty, Carmen Reinhart, Charles Babbage, complexity theory, Corn Laws, David Ricardo: comparative advantage, death from overwork, deindustrialization, Donald Trump, double entry bookkeeping, falling living standards, Fellow of the Royal Society, full employment, Gini coefficient, Gordon Gekko, greed is good, helicopter parent, income inequality, invisible hand, Jevons paradox, John Maynard Keynes: technological unemployment, Joseph Schumpeter, Kenneth Arrow, Kenneth Rogoff, land reform, low skilled workers, Mahatma Gandhi, Martin Wolf, means of production, Meghnad Desai, minimum wage unemployment, Modern Monetary Theory, new economy, New Journalism, non-tariff barriers, Paul Samuelson, Post-Keynesian economics, purchasing power parity, Ronald Coase, secular stagnation, Silicon Valley, spinning jenny, The Wealth of Nations by Adam Smith, Thomas Malthus, universal basic income

They were philosophers more than they were hard scientists. The book ends with Alfred Marshall largely because in his work you start to see a break with the classical way of doing things: Marshall loved his equations, and he fumbled his way towards testing his theories with empirical data. After Marshall came John Maynard Keynes, Paul Samuelson, Milton Friedman–and the emergence of modern economics. Some histories of economic thought read more like hagiographies than critical examinations. But I will show that most of the people in this book made big intellectual mistakes. Historians generally caution against using the benefit of hindsight to judge the people of the past.

Daniel Defoe reckoned that wealth increased as the value of products that could be exported similarly increased. As he put it, “nothing that is consumed at home is an advantage to the national wealth”. And Samuel Pepys remarked that “the trade of the world is too little for us two, therefore one must down”. John Maynard Keynes argued that “both economic theorists and practical men did not doubt that there is a peculiar advantage to a country in a favourable balance of trade, and grave danger in an unfavourable balance, particularly if it results in an efflux of the precious metals”. It is hard to say why mercantilist ideas took hold around this time.7 It may have been because the 1600s were a period of rapid growth in overseas trade, as naval technology improved.

Eli Heckscher, writing in the 1930s, characterises the classical political economists, reasonably fairly, as believing that the “desired results” were “expected to follow from the untrammelled forces of economic life” (see, for instance, Chapter 10 on Jean-Baptiste Say). The mercantilists did not believe this. They thought that “the desired results were to be effected ‘by the dextrous management of a skilled politician’”.11 In other words, you need state intervention to reach full employment. In this regard the mercantilists appear to have pre-empted John Maynard Keynes, who argued in favour of extra government spending during times of poor economic growth and high unemployment. Indeed, in his General Theory (1936), Keynes referred approvingly to mercantilist doctrine. What could be done, in the mercantilist view, to create lots of jobs? Just like Simonde de Sismondi (Chapter 12) and Alfred Marshall (Chapter 20), mercantilists worried about the propensity of the rich to hoard their wealth rather than spend it.


pages: 419 words: 109,241

A World Without Work: Technology, Automation, and How We Should Respond by Daniel Susskind

"World Economic Forum" Davos, 3D printing, agricultural Revolution, AI winter, Airbnb, Albert Einstein, algorithmic trading, AlphaGo, artificial general intelligence, autonomous vehicles, basic income, Bertrand Russell: In Praise of Idleness, Big Tech, blue-collar work, Boston Dynamics, British Empire, Capital in the Twenty-First Century by Thomas Piketty, cloud computing, computer age, computer vision, computerized trading, creative destruction, David Graeber, David Ricardo: comparative advantage, deep learning, DeepMind, Demis Hassabis, demographic transition, deskilling, disruptive innovation, Donald Trump, Douglas Hofstadter, driverless car, drone strike, Edward Glaeser, Elon Musk, en.wikipedia.org, Erik Brynjolfsson, fake news, financial innovation, flying shuttle, Ford Model T, fulfillment center, future of work, gig economy, Gini coefficient, Google Glasses, Gödel, Escher, Bach, Hans Moravec, income inequality, income per capita, industrial robot, interchangeable parts, invisible hand, Isaac Newton, Jacques de Vaucanson, James Hargreaves, job automation, John Markoff, John Maynard Keynes: Economic Possibilities for our Grandchildren, John Maynard Keynes: technological unemployment, John von Neumann, Joi Ito, Joseph Schumpeter, Kenneth Arrow, Kevin Roose, Khan Academy, Kickstarter, Larry Ellison, low skilled workers, lump of labour, machine translation, Marc Andreessen, Mark Zuckerberg, means of production, Metcalfe’s law, natural language processing, Neil Armstrong, Network effects, Nick Bostrom, Occupy movement, offshore financial centre, Paul Samuelson, Peter Thiel, pink-collar, precariat, purchasing power parity, Ray Kurzweil, ride hailing / ride sharing, road to serfdom, Robert Gordon, Sam Altman, Second Machine Age, self-driving car, shareholder value, sharing economy, Silicon Valley, Snapchat, social intelligence, software is eating the world, sovereign wealth fund, spinning jenny, Stephen Hawking, Steve Jobs, strong AI, tacit knowledge, technological solutionism, TED Talk, telemarketer, The Future of Employment, The Rise and Fall of American Growth, the scientific method, The Theory of the Leisure Class by Thorstein Veblen, The Wealth of Nations by Adam Smith, Thorstein Veblen, Travis Kalanick, Turing test, Two Sigma, Tyler Cowen, Tyler Cowen: Great Stagnation, universal basic income, upwardly mobile, warehouse robotics, Watson beat the top human players on Jeopardy!, We are the 99%, wealth creators, working poor, working-age population, Y Combinator

To adapt the old saying, nothing in life can be said to be certain, except death, taxes—and this relentless process of task encroachment. 6 Frictional Technological Unemployment When John Maynard Keynes popularized the term “technological unemployment” about ninety years ago, he prophesied that we would “hear a great deal in the years to come” about it.1 Despite his clarity about the threat, however, and his prescience about the anxiety that would accompany it, he did not really explain how technological unemployment would happen. He described it as arising “due to our discovery of means of economising the use of labour outrunning the pace at which we can find new uses for labour,” but offered very few specifics.

Will there be enough work for everyone to do in the twenty-first century? This is one of the great questions of our time. In the pages that follow, I will argue that the answer is “no” and explain why the threat of “technological unemployment” is now real. I will describe the different problems this will create for us—both now and in the future—and, most important, set out how we might respond. It was John Maynard Keynes, the great British economist, who popularized the term “technological unemployment” almost fifty years before Leontief wrote down his worries, capturing in a pithy pairing of words the idea that new technologies might push people out of work.

The “$80.7 trillion pie” is the $80.738 trillion global GDP in current US dollars for 2017, from the World Bank, https://data.worldbank.org/indicator/NY.GDP.MKTP.CD. The “7.53 billion people” is the global population in 2017, also from the World Bank, https://data.worldbank.org/indicator/SP.POP.TOTL?page=2. Joseph Stiglitz does this calculation as well, when thinking about John Maynard Keynes and his prophecies. See Joseph Stiglitz, “Toward a General Theory of Consumerism: Reflections on Keynes’s Economic Possibilities for Our Grandchildren” in Lorenzo Pecchi and Gustavo Piga, eds., Revisiting Keynes: Economics Possibilities for Our Grandchildren (Cambridge, MA: MIT Press, 2008). 20.  


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Narrative Economics: How Stories Go Viral and Drive Major Economic Events by Robert J. Shiller

agricultural Revolution, Alan Greenspan, Albert Einstein, algorithmic trading, Andrei Shleifer, autism spectrum disorder, autonomous vehicles, bank run, banking crisis, basic income, behavioural economics, bitcoin, blockchain, business cycle, butterfly effect, buy and hold, Capital in the Twenty-First Century by Thomas Piketty, Cass Sunstein, central bank independence, collective bargaining, computerized trading, corporate raider, correlation does not imply causation, cryptocurrency, Daniel Kahneman / Amos Tversky, debt deflation, digital divide, disintermediation, Donald Trump, driverless car, Edmond Halley, Elon Musk, en.wikipedia.org, Ethereum, ethereum blockchain, fake news, financial engineering, Ford Model T, full employment, George Akerlof, germ theory of disease, German hyperinflation, Great Leap Forward, Gunnar Myrdal, Gödel, Escher, Bach, Hacker Ethic, implied volatility, income inequality, inflation targeting, initial coin offering, invention of radio, invention of the telegraph, Jean Tirole, job automation, John Maynard Keynes: Economic Possibilities for our Grandchildren, John Maynard Keynes: technological unemployment, litecoin, low interest rates, machine translation, market bubble, Modern Monetary Theory, money market fund, moral hazard, Northern Rock, nudge unit, Own Your Own Home, Paul Samuelson, Philip Mirowski, plutocrats, Ponzi scheme, public intellectual, publish or perish, random walk, Richard Thaler, Robert Shiller, Ronald Reagan, Rubik’s Cube, Satoshi Nakamoto, secular stagnation, shareholder value, Silicon Valley, speech recognition, Steve Jobs, Steven Pinker, stochastic process, stocks for the long run, superstar cities, The Rise and Fall of American Growth, The Theory of the Leisure Class by Thorstein Veblen, The Wealth of Nations by Adam Smith, theory of mind, Thorstein Veblen, traveling salesman, trickle-down economics, tulip mania, universal basic income, Watson beat the top human players on Jeopardy!, We are the 99%, yellow journalism, yield curve, Yom Kippur War

Describing the economy as driven only by abstract economic forces suggests that the economy operates in a moral vacuum, that there is no criticism of their leadership. John Maynard Keynes: Narrative Economist Kristol’s dismissal of opinion polls notwithstanding, some of the most famous economic forecasts in world history appear to be based substantially on observations of narratives and worries about their human consequences. In his 1919 book Economic Consequences of the Peace, Cambridge economist John Maynard Keynes predicted that Germany would become deeply embittered by the heavy reparations imposed by the Versailles treaty ending World War I.

Irving Kristol, writing in 1977, expresses the typical economist’s view succinctly, dismissing public opinion polls purporting to measure business confidence: It is all supremely silly. Business confidence—as represented by the willingness to invest in new plant and equipment—is not a psychological phenomenon but an economic one. It is what Mr. Carter and what Mr. Burns do that counts, not what they say. John Maynard Keynes may have believed—and some of his disciples obviously still believe—that the propensity to invest is governed by the high or low “animal spirits” that prevail among businessmen. But then, Keynesian economists have always had a poor opinion of the intelligence of businessmen, whom they represent as temperamental children, to be paternalistically “managed.” … What governs business confidence are the prospects for profitable investment.

In most cases, the communication was probably much more elementary and human. Economic historian Warren Young suspects that the contagion of the IS-LM diagram had something to do with its resemblance to the intersection of supply and demand that is perhaps the most famous image in all of economics.10 In addition, the IS-LM model was a formalization of John Maynard Keynes’s theory. Keynes was a brilliant writer, but as we have seen, many narratives are associated with celebrities. Keynes himself was a colorful figure and a celebrity in his own right: he hobnobbed with the Bloomsbury group of artists and intellectuals, among other celebrities (including the writer Virginia Woolf, who was embarking on her own epidemic of fame, which did not peak at least until near the end of the twentieth century, long after her death in 1941).


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The Age of Stagnation: Why Perpetual Growth Is Unattainable and the Global Economy Is in Peril by Satyajit Das

"there is no alternative" (TINA), "World Economic Forum" Davos, 9 dash line, accounting loophole / creative accounting, additive manufacturing, Airbnb, Alan Greenspan, Albert Einstein, Alfred Russel Wallace, Anthropocene, Anton Chekhov, Asian financial crisis, banking crisis, Bear Stearns, Berlin Wall, bitcoin, bond market vigilante , Bretton Woods, BRICs, British Empire, business cycle, business process, business process outsourcing, call centre, capital controls, Capital in the Twenty-First Century by Thomas Piketty, carbon tax, Carmen Reinhart, Clayton Christensen, cloud computing, collaborative economy, colonial exploitation, computer age, creative destruction, cryptocurrency, currency manipulation / currency intervention, David Ricardo: comparative advantage, declining real wages, Deng Xiaoping, deskilling, digital divide, disintermediation, disruptive innovation, Downton Abbey, Emanuel Derman, energy security, energy transition, eurozone crisis, financial engineering, financial innovation, financial repression, forward guidance, Francis Fukuyama: the end of history, full employment, geopolitical risk, gig economy, Gini coefficient, global reserve currency, global supply chain, Goldman Sachs: Vampire Squid, Great Leap Forward, Greenspan put, happiness index / gross national happiness, high-speed rail, Honoré de Balzac, hydraulic fracturing, Hyman Minsky, illegal immigration, income inequality, income per capita, indoor plumbing, informal economy, Innovator's Dilemma, intangible asset, Intergovernmental Panel on Climate Change (IPCC), it is difficult to get a man to understand something, when his salary depends on his not understanding it, It's morning again in America, Jane Jacobs, John Maynard Keynes: technological unemployment, junk bonds, Kenneth Rogoff, Kevin Roose, knowledge economy, knowledge worker, Les Trente Glorieuses, light touch regulation, liquidity trap, Long Term Capital Management, low interest rates, low skilled workers, Lyft, Mahatma Gandhi, margin call, market design, Marshall McLuhan, Martin Wolf, middle-income trap, Mikhail Gorbachev, military-industrial complex, Minsky moment, mortgage debt, mortgage tax deduction, new economy, New Urbanism, offshore financial centre, oil shale / tar sands, oil shock, old age dependency ratio, open economy, PalmPilot, passive income, peak oil, peer-to-peer lending, pension reform, planned obsolescence, plutocrats, Ponzi scheme, Potemkin village, precariat, price stability, profit maximization, pushing on a string, quantitative easing, race to the bottom, Ralph Nader, Rana Plaza, rent control, rent-seeking, reserve currency, ride hailing / ride sharing, rising living standards, risk/return, Robert Gordon, Robert Solow, Ronald Reagan, Russell Brand, Satyajit Das, savings glut, secular stagnation, seigniorage, sharing economy, Silicon Valley, Simon Kuznets, Slavoj Žižek, South China Sea, sovereign wealth fund, Stephen Fry, systems thinking, TaskRabbit, The Chicago School, The Great Moderation, The inhabitant of London could order by telephone, sipping his morning tea in bed, the various products of the whole earth, the market place, the payments system, The Spirit Level, Thorstein Veblen, Tim Cook: Apple, too big to fail, total factor productivity, trade route, transaction costs, uber lyft, unpaid internship, Unsafe at Any Speed, Upton Sinclair, Washington Consensus, We are the 99%, WikiLeaks, Y2K, Yom Kippur War, zero-coupon bond, zero-sum game

China frequently uses workers from home on foreign projects, to take advantage of lower costs and avoid the employment conditions of the host country. Conflicts, sometimes violent, with the local workforce are common. Workers, irrespective of profession and skill, now face what John Maynard Keynes termed technological unemployment. The process was championed as reducing low-skilled monotonous jobs and increasing employment mobility, as well as providing greater employment and lifestyle choices. Economists lauded the new knowledge/bioengineered/clean and green (delete as required) economy. The displaced workers would become highly educated and skilled, finding new, intellectually challenging and highly paid jobs.

Ralph Mannheim, Der Fuehrer: Hitler's Rise to Power, Houghton Mifflin, 1944, excerpted in Fritz Ringer, The German Inflation of 1923, Oxford University Press, 1969, p. 170. 2 See Michael Mackenzie, Dan McCrum, and Stephen Foley, “Bond Markets: A False Sense of Security,” Financial Times, 18 November 2012. 3 See Ralph Atkins and Martin Sandbu, “FT Interview Transcript: Jens Weidmann,” Financial Times, 13 November 2011. 4 See Ben McLannahan, “Japan Bonds Swing Wildly after BoJ Move,” Financial Times, 5 April 2013. 5 John Maynard Keynes, quoted in Robert Sidelsky, John Maynard Keynes: The Economist as Saviour 1920-1937, Macmillan, 1992, p. 62. 6 Greg Smith, “Why I Am Leaving Goldman Sachs,” New York Times, 14 March 2012. 7 Upton Sinclair, I, Candidate for Governor: And How I Got Licked, University of California Press (1935) 1994, p. 109. 8 “Wall Street and the Financial Crisis: The Role of Investment Banks,” Senate Hearing 111-674, vol. 4, 27 April 2010. www.gpo.gov/fdsys/pkg/CHRG-111shrg57322/html/CHRG-111shrg57322.htm. 9 Matt Taibbi, “The Great American Bubble Machine,” Rolling Stone, 5 April 2010. 10 Liam Vaughan and Jesse Westbrook, “Barclays Big-Boy Breaches Mean Libor Fixes Not Enough,” Bloomberg, 29 June 2012. www.bloomberg.com/news/articles/2012-06-29/barclays-big-boy-breaches-mean-libor-fixes-not-enough. 11 Martin Arnold, “HSBC Shares Drop after Full-Year Profits Fall,” Financial Times, 23 February 2015. 12 Ferdinand Pecora, Wall Street under Oath, Simon & Schuster, 1939, p. 130. http://books.google.com.au/books?

David Roche and Bob McKee, New Monetarism: New Edition, An Independent Strategy Publication, 2008. ——, Democrisis: Democracy Caused the Debt Crisis. Will It Survive It? An Independent Strategy Publication, 2012. Robert Skidelsky, John Maynard Keynes 1883–1946: Economist, Philosopher, Statesman, Penguin, 2003. Benn Steil, The Battle of Bretton Woods: John Maynard Keynes, Harry Dexter White, and the Making of a New World Order, Princeton University Press, 2013. David Wessel, In Fed We Trust: Ben Bernanke's War on the Great Panic, Scribe Publications, 2010. Martin Wolf, The Shifts and the Shocks: What We've Learned—and Have Still to Learn—from the Financial Crisis, Penguin, 2014.


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The Second Machine Age: Work, Progress, and Prosperity in a Time of Brilliant Technologies by Erik Brynjolfsson, Andrew McAfee

2013 Report for America's Infrastructure - American Society of Civil Engineers - 19 March 2013, 3D printing, access to a mobile phone, additive manufacturing, Airbnb, Alan Greenspan, Albert Einstein, Amazon Mechanical Turk, Amazon Web Services, American Society of Civil Engineers: Report Card, Any sufficiently advanced technology is indistinguishable from magic, autonomous vehicles, barriers to entry, basic income, Baxter: Rethink Robotics, Boston Dynamics, British Empire, business cycle, business intelligence, business process, call centre, carbon tax, Charles Lindbergh, Chuck Templeton: OpenTable:, clean water, combinatorial explosion, computer age, computer vision, congestion charging, congestion pricing, corporate governance, cotton gin, creative destruction, crowdsourcing, data science, David Ricardo: comparative advantage, digital map, driverless car, employer provided health coverage, en.wikipedia.org, Erik Brynjolfsson, factory automation, Fairchild Semiconductor, falling living standards, Filter Bubble, first square of the chessboard / second half of the chessboard, Frank Levy and Richard Murnane: The New Division of Labor, Freestyle chess, full employment, G4S, game design, general purpose technology, global village, GPS: selective availability, Hans Moravec, happiness index / gross national happiness, illegal immigration, immigration reform, income inequality, income per capita, indoor plumbing, industrial robot, informal economy, intangible asset, inventory management, James Watt: steam engine, Jeff Bezos, Jevons paradox, jimmy wales, job automation, John Markoff, John Maynard Keynes: Economic Possibilities for our Grandchildren, John Maynard Keynes: technological unemployment, Joseph Schumpeter, Kevin Kelly, Khan Academy, Kiva Systems, knowledge worker, Kodak vs Instagram, law of one price, low skilled workers, Lyft, Mahatma Gandhi, manufacturing employment, Marc Andreessen, Mark Zuckerberg, Mars Rover, mass immigration, means of production, Narrative Science, Nate Silver, natural language processing, Network effects, new economy, New Urbanism, Nicholas Carr, Occupy movement, oil shale / tar sands, oil shock, One Laptop per Child (OLPC), pattern recognition, Paul Samuelson, payday loans, post-work, power law, price stability, Productivity paradox, profit maximization, Ralph Nader, Ray Kurzweil, recommendation engine, Report Card for America’s Infrastructure, Robert Gordon, Robert Solow, Rodney Brooks, Ronald Reagan, search costs, Second Machine Age, self-driving car, sharing economy, Silicon Valley, Simon Kuznets, six sigma, Skype, software patent, sovereign wealth fund, speech recognition, statistical model, Steve Jobs, Steven Pinker, Stuxnet, supply-chain management, TaskRabbit, technological singularity, telepresence, The Bell Curve by Richard Herrnstein and Charles Murray, the Cathedral and the Bazaar, the long tail, The Signal and the Noise by Nate Silver, The Wealth of Nations by Adam Smith, total factor productivity, transaction costs, Tyler Cowen, Tyler Cowen: Great Stagnation, Vernor Vinge, warehouse robotics, Watson beat the top human players on Jeopardy!, winner-take-all economy, Y2K

He described unemployment as something close to a mirage: “the army of the unemployed is no more unemployed than are firemen who wait in fire-houses for the alarm to sound, or the reserve police force ready to meet the next call.”14 The creative forces of capitalism, in short, required a supply of ready labor, which came from people displaced by previous instances of technological progress. John Maynard Keynes was less confident that things would always work out so well for workers. His 1930 essay “Economic Possibilities for our Grandchildren,” while mostly optimistic, nicely articulated the position of the second camp—that automation could in fact put people out of work permanently, especially if more and more things kept getting automated.

We’re making things here in the U.S. that we’re shipping over to China. . . . We just need to make sure that we’ve . . . got the infrastructure in place to be able to handle the increased work.”25 There’s an interesting historical wrinkle in discussions about infrastructure investment. The legendary economist John Maynard Keynes, whose name is attached to a school of thought that advocates stimulus spending, famously suggested in 1936 that during recessions the government should put money in bottles, bury the bottles deep in old coal mines, then sell the rights to dig them up.26 Doing so, he argued only partly in jest, would “be better than nothing” because it would create demand during periods when labor and capital would otherwise go unused.

John Bates Clark, Essentials of Economic Theory as Applied to Modern Problem of Industry and Public Policy, (London: Macmillan, 1907), p. 45. 14. W. M. Leiserson, The Problem of Unemployment Today 31, Political Science Quarterly (1916), http://archive.org/details/jstor-2141701, p. 12. 15. John Maynard Keynes, Essays in Persuasion (New York: W. W. Norton & Company, 1963), p. 358. 16. Linus Pauling, The Triple Revolution (Santa Barbara, CA: Ad Hoc Committee on the Triple Revolution, 1964), http://osulibrary.oregonstate.edu/specialcollections/coll/pauling/peace/papers/1964p.7-02.html. 17. Wassily Leontief, “National Perspective: The Definition of Problems and Opportunities,” The Long-Term Impact of Technology on Employment and Unemployment (National Academy of Engeneering, 1983): 3–7. 18.


Money and Government: The Past and Future of Economics by Robert Skidelsky

"Friedman doctrine" OR "shareholder theory", Alan Greenspan, anti-globalists, Asian financial crisis, asset-backed security, bank run, banking crisis, banks create money, barriers to entry, Basel III, basic income, Bear Stearns, behavioural economics, Ben Bernanke: helicopter money, Big bang: deregulation of the City of London, book value, Bretton Woods, British Empire, business cycle, capital controls, Capital in the Twenty-First Century by Thomas Piketty, Carmen Reinhart, central bank independence, cognitive dissonance, collapse of Lehman Brothers, collateralized debt obligation, collective bargaining, constrained optimization, Corn Laws, correlation does not imply causation, credit crunch, Credit Default Swap, credit default swaps / collateralized debt obligations, David Graeber, David Ricardo: comparative advantage, debt deflation, Deng Xiaoping, Donald Trump, Eugene Fama: efficient market hypothesis, eurozone crisis, fake news, financial deregulation, financial engineering, financial innovation, Financial Instability Hypothesis, forward guidance, Fractional reserve banking, full employment, Gini coefficient, Glass-Steagall Act, Goodhart's law, Growth in a Time of Debt, guns versus butter model, Hyman Minsky, income inequality, incomplete markets, inflation targeting, invisible hand, Isaac Newton, John Maynard Keynes: Economic Possibilities for our Grandchildren, John Maynard Keynes: technological unemployment, Joseph Schumpeter, Kenneth Rogoff, Kondratiev cycle, labour market flexibility, labour mobility, land bank, law of one price, liberal capitalism, light touch regulation, liquidationism / Banker’s doctrine / the Treasury view, liquidity trap, long and variable lags, low interest rates, market clearing, market friction, Martin Wolf, means of production, Meghnad Desai, Mexican peso crisis / tequila crisis, mobile money, Modern Monetary Theory, Money creation, Mont Pelerin Society, moral hazard, mortgage debt, new economy, Nick Leeson, North Sea oil, Northern Rock, nudge theory, offshore financial centre, oil shock, open economy, paradox of thrift, Pareto efficiency, Paul Samuelson, Phillips curve, placebo effect, post-war consensus, price stability, profit maximization, proprietary trading, public intellectual, quantitative easing, random walk, regulatory arbitrage, rent-seeking, reserve currency, Richard Thaler, rising living standards, risk/return, road to serfdom, Robert Shiller, Ronald Reagan, savings glut, secular stagnation, shareholder value, short selling, Simon Kuznets, structural adjustment programs, technological determinism, The Chicago School, The Great Moderation, the payments system, The Wealth of Nations by Adam Smith, Thomas Malthus, Thorstein Veblen, tontine, too big to fail, trade liberalization, value at risk, Washington Consensus, yield curve, zero-sum game

Macfarlane, 5 June 1945, reproduced in the Collected Writings of John Maynard Keynes, Vol. XXV II, 1980. Cambridge: Cambridge University Press for the Royal Economic Society. Keynes, J. M. (1971 (1923)), The Collected Writings of John Maynard Keynes (IV) Tract on Monetary Reform. London: Macmillan. Keynes, J. M. (1971 (1930a)), The Collected Writings of John Maynard Keynes (V) A Treatise on Money: The Pure Theory of Money. London: Macmillan. 442 Bi bl io g r a p h y Keynes, J. M. (1971 (1930b)), The Collected Writings of John Maynard Keynes (VI) A Treatise on Money: The Applied Theory of Money. London: Macmillan.

M. (1978), The Collected Writings of John Maynard Keynes (IX) Essays in Persuasion. Cambridge: Cambridge University Press for the Royal Economic Society. Keynes, J. M. (1979), The Collected Writings of John Maynard Keynes (XXIX) The General Theory and After: A Supplement. Cambridge: Cambridge University Press for the Royal Economic Society. Keynes, J. M. (1980a), The Collected Writings of John Maynard Keynes (XXV) Activities 1940–1944: Shaping the Post-War World, The Clearing Union. Cambridge: Cambridge University Press for the Royal Economic Society. Keynes, J. M. (1980b), The Collected Writings of John Maynard Keynes (XXVII) Activities 1940–1946, Shaping the Post-War World: Employment and Commodities.

London: Macmillan. Keynes, J. M. (1973a (1936)), The Collected Writings of John Maynard Keynes (VII) The General Theory of Employment, Interest and Money. Cambridge: Cambridge University Press for the Royal Economic Society. Keynes, J. M. (1973b), The Collected Writings of John Maynard Keynes (XIII) The General Theory and After, Part I: Preparation. Cambridge: Cambridge University Press for the Royal Economic Society. Keynes, J. M. (1973c), The Collected Writings of John Maynard Keynes (XIV) The General Theory and After, Part II: Defence and Development. Cambridge: Cambridge University Press for the Royal Economic Society.


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An Economic History of the Twentieth Century by J. Bradford Delong

affirmative action, Alan Greenspan, Andrei Shleifer, ASML, asset-backed security, Ayatollah Khomeini, banking crisis, Bear Stearns, Bretton Woods, British Empire, business cycle, buy and hold, Capital in the Twenty-First Century by Thomas Piketty, Carmen Reinhart, centre right, collapse of Lehman Brothers, collective bargaining, colonial rule, coronavirus, cotton gin, COVID-19, creative destruction, crowdsourcing, cryptocurrency, cuban missile crisis, deindustrialization, demographic transition, Deng Xiaoping, Donald Trump, en.wikipedia.org, ending welfare as we know it, endogenous growth, Fairchild Semiconductor, fake news, financial deregulation, financial engineering, financial repression, flying shuttle, Ford Model T, Ford paid five dollars a day, Francis Fukuyama: the end of history, full employment, general purpose technology, George Gilder, German hyperinflation, global value chain, Great Leap Forward, Gunnar Myrdal, Haber-Bosch Process, Hans Rosling, hedonic treadmill, Henry Ford's grandson gave labor union leader Walter Reuther a tour of the company’s new, automated factory…, housing crisis, Hyman Minsky, income inequality, income per capita, industrial research laboratory, interchangeable parts, Internet Archive, invention of agriculture, invention of the steam engine, It's morning again in America, John Maynard Keynes: Economic Possibilities for our Grandchildren, John Maynard Keynes: technological unemployment, Joseph Schumpeter, Kenneth Rogoff, labor-force participation, land reform, late capitalism, Les Trente Glorieuses, liberal capitalism, liquidity trap, Long Term Capital Management, low interest rates, manufacturing employment, market bubble, means of production, megacity, Menlo Park, Mikhail Gorbachev, mortgage debt, mutually assured destruction, Neal Stephenson, occupational segregation, oil shock, open borders, open economy, Paul Samuelson, Pearl River Delta, Phillips curve, plutocrats, price stability, Productivity paradox, profit maximization, public intellectual, quantitative easing, Ralph Waldo Emerson, restrictive zoning, rising living standards, road to serfdom, Robert Gordon, Robert Solow, rolodex, Ronald Coase, Ronald Reagan, savings glut, secular stagnation, Silicon Valley, Simon Kuznets, social intelligence, Stanislav Petrov, strikebreaker, structural adjustment programs, Suez canal 1869, surveillance capitalism, The Bell Curve by Richard Herrnstein and Charles Murray, The Chicago School, The Great Moderation, The Nature of the Firm, The Rise and Fall of American Growth, too big to fail, transaction costs, transatlantic slave trade, transcontinental railway, TSMC, union organizing, vertical integration, W. E. B. Du Bois, Wayback Machine, Yom Kippur War

Arthur Burns, “Progress Towards Economic Stability,” American Economic Review 50, no. 3 (March 1960): 1–19. 22. John Maynard Keynes, The Economic Consequences of the Peace, London: Macmillan, 1919, 220. 23. Keynes, Economic Consequences, 235–236. 15. The Neoliberal Turn 1. John Maynard Keynes, The Economic Consequences of the Peace, London: Macmillan, 1919, 22. 2. John Maynard Keynes, “Economic Possibilities for Our Grandchildren,” reprinted in John Maynard Keynes, The Collected Writings of John Maynard Keynes, vol. 9, Essays in Persuasion, Cambridge: Cambridge University Press, 2013, 328. 3. Gareth Dale, Karl Polanyi: A Life on the Left, New York: Columbia University Press, 2016.

The phrase “golden fetters,” as in, “It was not disaster which had befallen us, but a happy release; that the snapping of our golden fetters restored to us the control over our fortunes,” comes from John Maynard Keynes, “Two Years Off Gold: How Far Are We from Prosperity Now?,” Daily Mail, September 19, 1933, reprinted in John Maynard Keynes, The Collected Writings of John Maynard Keynes, vol. 21, Activities, 1931–1939: World Crises and Policies in Britain and America, Cambridge: Cambridge University Press, 1982, 285. 21. Robert Skidelsky, John Maynard Keynes, 1883–1946: Economist, Philosopher, Statesman, New York: Penguin, 2005, 217–249. 22. Skidelsky, Keynes; P. J. Grigg, Prejudice and Judgment, London: Jonathan Cape, 1948, 183.

Barack Obama, “Remarks by the President in State of the Union Address,” White House, President Barack Obama, January 27, 2010, https://obamawhitehouse.archives.gov/the-press-office/remarks-president-state-union-address. 30. John Maynard Keynes, “How to Avoid a Slump,” The Times, January 12–14, 1937, reprinted in John Maynard Keynes, Collected Writings of John Maynard Keynes, vol. 21, Activities, 1931–1939: World Crises and Policies in Britain and America, Cambridge: Cambridge University Press, 1982, 390. 31. Ben Bernanke, “The Near- and Longer-Term Prospects for the U.S. Economy,” August 26, 2011, archived at Federal Reserve Archival System for Economic Research (FRASER), https://fraser.stlouisfed.org/title/statements-speeches-ben-s-bernanke-453/near-longer-term-prospects-us-economy-9116; Cf.


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MegaThreats: Ten Dangerous Trends That Imperil Our Future, and How to Survive Them by Nouriel Roubini

"World Economic Forum" Davos, 2021 United States Capitol attack, 3D printing, 9 dash line, AI winter, AlphaGo, artificial general intelligence, asset allocation, assortative mating, autonomous vehicles, bank run, banking crisis, basic income, Bear Stearns, Big Tech, bitcoin, Bletchley Park, blockchain, Boston Dynamics, Bretton Woods, British Empire, business cycle, business process, call centre, carbon tax, Carmen Reinhart, cashless society, central bank independence, collateralized debt obligation, Computing Machinery and Intelligence, coronavirus, COVID-19, creative destruction, credit crunch, crony capitalism, cryptocurrency, currency manipulation / currency intervention, currency peg, data is the new oil, David Ricardo: comparative advantage, debt deflation, decarbonisation, deep learning, DeepMind, deglobalization, Demis Hassabis, democratizing finance, Deng Xiaoping, disintermediation, Dogecoin, Donald Trump, Elon Musk, en.wikipedia.org, energy security, energy transition, Erik Brynjolfsson, Ethereum, ethereum blockchain, eurozone crisis, failed state, fake news, family office, fiat currency, financial deregulation, financial innovation, financial repression, fixed income, floating exchange rates, forward guidance, Fractional reserve banking, Francis Fukuyama: the end of history, full employment, future of work, game design, geopolitical risk, George Santayana, Gini coefficient, global pandemic, global reserve currency, global supply chain, GPS: selective availability, green transition, Greensill Capital, Greenspan put, Herbert Marcuse, high-speed rail, Hyman Minsky, income inequality, inflation targeting, initial coin offering, Intergovernmental Panel on Climate Change (IPCC), Internet of things, invention of movable type, Isaac Newton, job automation, John Maynard Keynes: Economic Possibilities for our Grandchildren, John Maynard Keynes: technological unemployment, junk bonds, Kenneth Rogoff, knowledge worker, Long Term Capital Management, low interest rates, low skilled workers, low-wage service sector, M-Pesa, margin call, market bubble, Martin Wolf, mass immigration, means of production, meme stock, Michael Milken, middle-income trap, Mikhail Gorbachev, Minsky moment, Modern Monetary Theory, money market fund, money: store of value / unit of account / medium of exchange, moral hazard, mortgage debt, Mustafa Suleyman, Nash equilibrium, natural language processing, negative equity, Nick Bostrom, non-fungible token, non-tariff barriers, ocean acidification, oil shale / tar sands, oil shock, paradox of thrift, pets.com, Phillips curve, planetary scale, Ponzi scheme, precariat, price mechanism, price stability, public intellectual, purchasing power parity, quantitative easing, race to the bottom, Ralph Waldo Emerson, ransomware, Ray Kurzweil, regulatory arbitrage, reserve currency, reshoring, Robert Shiller, Ronald Reagan, Salesforce, Satoshi Nakamoto, Savings and loan crisis, Second Machine Age, short selling, Silicon Valley, smart contracts, South China Sea, sovereign wealth fund, Stephen Hawking, TED Talk, The Great Moderation, the payments system, Thomas L Friedman, TikTok, too big to fail, Turing test, universal basic income, War on Poverty, warehouse robotics, Washington Consensus, Watson beat the top human players on Jeopardy!, working-age population, Yogi Berra, Yom Kippur War, zero-sum game, zoonotic diseases

“Capitalist production,” he warned, “develops technology, and the combining together of various processes into a social whole, only by sapping the original sources of all wealth—the soil and the laborer.”27 In 1930, John Maynard Keynes contemplated “Economic Possibilities for Our Grandchildren”: We are being afflicted with a new disease of which some readers may not yet have heard the name, but of which they will hear a great deal in the years to come—namely, technological unemployment. This means unemployment due to our discovery of means of economising the use of labour outrunning the pace at which we can find new uses for labour.28 Keynes foresaw only “a temporary phase of maladjustment.”

It’s the kind of advice that any household should heed: if you can trim your spending to avoid running up your credit cards, you’ll be in a much healthier state. But when it comes to governments, the rules are not the same as for households. Governments have options that households do not. They can issue bonds, and they can increase the money supply. They can stimulate demand. The disciples of the legendary British economist John Maynard Keynes argue against the Austrian school. Pointing to the Great Depression, these economists advocate for reviving a sluggish economy with borrowed cash. Keynesians argue fiscal stimulus can prevent painful and damaging depression and insolvency. Keynes recognized the paradox of thrift. When one household owes more than it can manage, prudent families cut spending and increase savings as much as possible.

Uncle Sam printed money and ramped up borrowing. Every dollar printed or borrowed eventually landed in someone’s pocket or bank account. In some circles this monetary action is anathema, but most economists agree that monetary and fiscal stimulus in the thirties arrested a devastating deflation. The painful lesson was clear, and John Maynard Keynes spelled it out in The General Theory of Employment, Interest and Money, his epic tome that shaped economic strategies for battling deflation and depression. He endorsed massive monetary and fiscal stimulus that put money in the hands of consumers. Spending lifted revenues for businesses, which then hired more workers.


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Race Against the Machine: How the Digital Revolution Is Accelerating Innovation, Driving Productivity, and Irreversibly Transforming Employment and the Economy by Erik Brynjolfsson

Abraham Maslow, Amazon Mechanical Turk, Any sufficiently advanced technology is indistinguishable from magic, autonomous vehicles, business cycle, business process, call centre, combinatorial explosion, corporate governance, creative destruction, crowdsourcing, David Ricardo: comparative advantage, driverless car, easy for humans, difficult for computers, Erik Brynjolfsson, factory automation, first square of the chessboard, first square of the chessboard / second half of the chessboard, Frank Levy and Richard Murnane: The New Division of Labor, general purpose technology, hiring and firing, income inequality, intangible asset, job automation, John Markoff, John Maynard Keynes: technological unemployment, Joseph Schumpeter, Khan Academy, Kickstarter, knowledge worker, Loebner Prize, low skilled workers, machine translation, minimum wage unemployment, patent troll, pattern recognition, Paul Samuelson, Ray Kurzweil, rising living standards, Robert Gordon, Robert Solow, self-driving car, shareholder value, Skype, the long tail, too big to fail, Turing test, Tyler Cowen, Tyler Cowen: Great Stagnation, Watson beat the top human players on Jeopardy!, wealth creators, winner-take-all economy, zero-sum game

Creative Destruction: The Economics of Accelerating Technology and Disappearing Jobs We are being afflicted with a new disease of which some readers may not yet have heard the name, but of which they will hear a great deal in the years to come—namely, technological unemployment. This means unemployment due to our discovery of means of economising the use of labour outrunning the pace at which we can find new uses for labour. —John Maynard Keynes, 1930 The individual technologies and the broader technological acceleration discussed in Chapter 2 are creating enormous value. There is no question that they increase productivity, and thus our collective wealth.

. … Today, all … sectors of the economy … are experiencing technological displacement, forcing millions onto the unemployment roles.” Coping with this displacement, he wrote, was “likely to be the single most pressing social issue of the coming century.” The end-of-work argument has been made by, among many others, economist John Maynard Keynes, management theorist Peter Drucker, and Nobel Prize winner Wassily Leontief, who stated in 1983 that “the role of humans as the most important factor of production is bound to diminish in the same way that the role of horses in agricultural production was first diminished and then eliminated by the introduction of tractors.”

But there’s a limit to this adjustment. Shortly after the Luddites began smashing the machinery that they thought threatened their jobs, the economist David Ricardo, who initially thought that advances in technology would benefit all, developed an abstract model that showed the possibility of technological unemployment. The basic idea was that at some point, the equilibrium wages for workers might fall below the level needed for subsistence. A rational human would see no point in taking a job at a wage that low, so the worker would go unemployed and the work would be done by a machine instead. Of course, this was only an abstract model.


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Give People Money by Annie Lowrey

Abraham Maslow, affirmative action, Affordable Care Act / Obamacare, agricultural Revolution, Airbnb, airport security, autonomous vehicles, barriers to entry, basic income, Bernie Sanders, bitcoin, Black Lives Matter, carbon tax, clean water, collective bargaining, computer age, crowdsourcing, cryptocurrency, deindustrialization, desegregation, Donald Trump, driverless car, Edward Glaeser, Elon Musk, ending welfare as we know it, everywhere but in the productivity statistics, full employment, gender pay gap, gentrification, gig economy, Google Earth, Home mortgage interest deduction, income inequality, indoor plumbing, information asymmetry, Jaron Lanier, jitney, job automation, John Maynard Keynes: Economic Possibilities for our Grandchildren, John Maynard Keynes: technological unemployment, Kickstarter, Kodak vs Instagram, labor-force participation, late capitalism, Lyft, M-Pesa, Mahatma Gandhi, Mark Zuckerberg, mass incarceration, McMansion, Menlo Park, mobile money, Modern Monetary Theory, mortgage tax deduction, multilevel marketing, new economy, obamacare, opioid epidemic / opioid crisis, Overton Window, Peter Thiel, post scarcity, post-work, Potemkin village, precariat, public intellectual, randomized controlled trial, ride hailing / ride sharing, Robert Bork, Robert Solow, Ronald Reagan, Rutger Bregman, Sam Altman, self-driving car, Silicon Valley, single-payer health, Steve Jobs, TaskRabbit, tech billionaire, The future is already here, The Future of Employment, theory of mind, total factor productivity, Turing test, two tier labour market, Uber and Lyft, uber lyft, universal basic income, uranium enrichment, War on Poverty, warehouse robotics, Watson beat the top human players on Jeopardy!, We wanted flying cars, instead we got 140 characters, women in the workforce, working poor, World Values Survey, Y Combinator

The idea that machines are about to eliminate the need for human work has been around for a long time, and it has been proven wrong again and again—enough times to earn the nickname the “Luddite fallacy” or “lump-of-labor fallacy.” In the early nineteenth century, Nottingham textile workers destroyed their looms to demand better work and better wages. (No need.) During the Great Depression, John Maynard Keynes surmised that technological advances would put an end to long hours spent in the office, in the field, or at the plant by 2030. (Alas, no.) In 1964, a group of public-intellectual activists, among them three Nobel laureates, warned the White House that “the combination of the computer and the automated self-regulating machine” would foster “a separate nation of the poor, the unskilled, the jobless.”

The Starship Enterprise exists not to fight or colonize or extract, but to explore. Esteem and respectability become social proxies for wealth. The universe is one of artisans, scholars, religious thinkers, and philosophers. Economists have long pondered such worlds of abundance. Indeed, John Maynard Keynes wrote a famed 1930 essay called “Economic Possibilities for Our Grandchildren,” predicting that such economies would be in reach by the year 2030: Now it is true that the needs of human beings may seem to be insatiable. But they fall into two classes—those needs which are absolute in the sense that we feel them whatever the situation of our fellow human beings may be, and those which are relative in the sense that we feel them only if their satisfaction lifts us above, makes us feel superior to, our fellows.

agriculture went from employing 40 percent: David Rotman, “How Technology Is Destroying Jobs,” MIT Technology Review, June 12, 2013. textile workers destroyed their looms: Richard Conniff, “What the Luddites Really Fought Against,” Smithsonian Magazine, Mar. 2011. an end to long hours: John Maynard Keynes, “Economic Possibilities for Our Grandchildren (1930),” in Essays in Persuasion (New York: Harcourt Brace, 1932), 358–73. “the combination of the computer”: Linus Pauling et al., “The Triple Revolution” (Santa Barbara, CA, The Ad Hoc Committee on the Triple Revolution, 1964), http://scarc.library.oregonstate.edu/​coll/​pauling/​peace/​papers/1964p.7-01.html.


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The Future of the Professions: How Technology Will Transform the Work of Human Experts by Richard Susskind, Daniel Susskind

23andMe, 3D printing, Abraham Maslow, additive manufacturing, AI winter, Albert Einstein, Amazon Mechanical Turk, Amazon Robotics, Amazon Web Services, Andrew Keen, Atul Gawande, Automated Insights, autonomous vehicles, Big bang: deregulation of the City of London, big data - Walmart - Pop Tarts, Bill Joy: nanobots, Blue Ocean Strategy, business process, business process outsourcing, Cass Sunstein, Checklist Manifesto, Clapham omnibus, Clayton Christensen, clean water, cloud computing, commoditize, computer age, Computer Numeric Control, computer vision, Computing Machinery and Intelligence, conceptual framework, corporate governance, creative destruction, crowdsourcing, Daniel Kahneman / Amos Tversky, data science, death of newspapers, disintermediation, Douglas Hofstadter, driverless car, en.wikipedia.org, Erik Brynjolfsson, Evgeny Morozov, Filter Bubble, full employment, future of work, Garrett Hardin, Google Glasses, Google X / Alphabet X, Hacker Ethic, industrial robot, informal economy, information retrieval, interchangeable parts, Internet of things, Isaac Newton, James Hargreaves, John Maynard Keynes: Economic Possibilities for our Grandchildren, John Maynard Keynes: technological unemployment, Joseph Schumpeter, Khan Academy, knowledge economy, Large Hadron Collider, lifelogging, lump of labour, machine translation, Marshall McLuhan, Metcalfe’s law, Narrative Science, natural language processing, Network effects, Nick Bostrom, optical character recognition, Paul Samuelson, personalized medicine, planned obsolescence, pre–internet, Ray Kurzweil, Richard Feynman, Second Machine Age, self-driving car, semantic web, Shoshana Zuboff, Skype, social web, speech recognition, spinning jenny, strong AI, supply-chain management, Susan Wojcicki, tacit knowledge, TED Talk, telepresence, The Future of Employment, the market place, The Wealth of Nations by Adam Smith, The Wisdom of Crowds, Tragedy of the Commons, transaction costs, Turing test, Two Sigma, warehouse robotics, Watson beat the top human players on Jeopardy!, WikiLeaks, world market for maybe five computers, Yochai Benkler, young professional

In the professions, though, our general view is that this (often nostalgic) preference for the old ways of working will be too high a price to pay, especially if the quality of service is demonstrably lower than that provided by a machine. 7.3. Technological unemployment? In 1930, speculating about ‘the economic possibilities for our grandchildren’, John Maynard Keynes introduced the concept of ‘technological unemployment’.23 The basic idea is simple—that new technologies might put people out of work. The question to which we now turn is whether there will be technological unemployment in the professions in the very long term. The short answer is, ‘there will’. We can find no economic law that will somehow secure employment for professionals in the face of increasingly capable machines.24 However, it is uncertain how extensive the job-loss will be.

David Musson has been an ongoing source of encouragement and of wise counsel; and we are grateful also at OUP to Kim Behrens, Kate Farquhar-Thomson, Phil Henderson, and Clare Kennedy for their enthusiasm and professionalism. Thank you also to Jeff New for his superb copy-editing. The epigraph by John Maynard Keynes, The General Theory of Employment, Interest and Money (1936), © The Royal Economic Society, published by Cambridge University Press, is reproduced with permission. Alan Susskind reviewed the entire manuscript. His observations and his ongoing support were very much appreciated. At the same time, Werner Susskind merits special mention for keeping us fully supplied with relevant articles from the BMJ.

Only when, in addition to just institutions, the increase of mankind shall be under the deliberate guidance of judicious foresight, can the conquests made from the powers of nature by the intellect and energy of scientific discoverers become the common property of the species, and the means of improving and elevating the universal lot. John Stuart Mill The difficulty lies, not in the new ideas, but in escaping from the old ones, which ramify, for those brought up as most of us have been, into every corner of our minds. John Maynard Keynes Contents List of Boxes and Figure Introduction PART I. CHANGE 1. The Grand Bargain 1.1 Everyday conceptions 1.2 The scope of the professions 1.3 Historical context 1.4 The bargain explained 1.5 Theories of the professions 1.6 Four central questions 1.7 Disconcerting problems 1.8 A new mindset 1.9 Some common biases 2.


System Error by Rob Reich

"Friedman doctrine" OR "shareholder theory", "World Economic Forum" Davos, 2021 United States Capitol attack, A Declaration of the Independence of Cyberspace, Aaron Swartz, AI winter, Airbnb, airport security, Alan Greenspan, Albert Einstein, algorithmic bias, AlphaGo, AltaVista, artificial general intelligence, Automated Insights, autonomous vehicles, basic income, Ben Horowitz, Berlin Wall, Bernie Madoff, Big Tech, bitcoin, Blitzscaling, Cambridge Analytica, Cass Sunstein, clean water, cloud computing, computer vision, contact tracing, contact tracing app, coronavirus, corporate governance, COVID-19, creative destruction, CRISPR, crowdsourcing, data is the new oil, data science, decentralized internet, deep learning, deepfake, DeepMind, deplatforming, digital rights, disinformation, disruptive innovation, Donald Knuth, Donald Trump, driverless car, dual-use technology, Edward Snowden, Elon Musk, en.wikipedia.org, end-to-end encryption, Fairchild Semiconductor, fake news, Fall of the Berlin Wall, Filter Bubble, financial engineering, financial innovation, fulfillment center, future of work, gentrification, Geoffrey Hinton, George Floyd, gig economy, Goodhart's law, GPT-3, Hacker News, hockey-stick growth, income inequality, independent contractor, informal economy, information security, Jaron Lanier, Jeff Bezos, Jim Simons, jimmy wales, job automation, John Maynard Keynes: Economic Possibilities for our Grandchildren, John Maynard Keynes: technological unemployment, John Perry Barlow, Lean Startup, linear programming, Lyft, Marc Andreessen, Mark Zuckerberg, meta-analysis, minimum wage unemployment, Monkeys Reject Unequal Pay, move fast and break things, Myron Scholes, Network effects, Nick Bostrom, Northpointe / Correctional Offender Management Profiling for Alternative Sanctions, NP-complete, Oculus Rift, OpenAI, Panopticon Jeremy Bentham, Parler "social media", pattern recognition, personalized medicine, Peter Thiel, Philippa Foot, premature optimization, profit motive, quantitative hedge fund, race to the bottom, randomized controlled trial, recommendation engine, Renaissance Technologies, Richard Thaler, ride hailing / ride sharing, Ronald Reagan, Sam Altman, Sand Hill Road, scientific management, self-driving car, shareholder value, Sheryl Sandberg, Shoshana Zuboff, side project, Silicon Valley, Snapchat, social distancing, Social Responsibility of Business Is to Increase Its Profits, software is eating the world, spectrum auction, speech recognition, stem cell, Steve Jobs, Steven Levy, strong AI, superintelligent machines, surveillance capitalism, Susan Wojcicki, tech billionaire, tech worker, techlash, technoutopianism, Telecommunications Act of 1996, telemarketer, The Future of Employment, TikTok, Tim Cook: Apple, traveling salesman, Triangle Shirtwaist Factory, trolley problem, Turing test, two-sided market, Uber and Lyft, uber lyft, ultimatum game, union organizing, universal basic income, washing machines reduced drudgery, Watson beat the top human players on Jeopardy!, When a measure becomes a target, winner-take-all economy, Y Combinator, you are the product

By contrast, economists at the Organisation for Economic Co-operation and Development (OECD) in Paris undertook a similar exercise and estimated that only 9 percent of jobs are truly threatened. These empirical disagreements mirror the overhyped rhetoric that always seems to accompany a new wave of technological change. In the 1930s, the English economist John Maynard Keynes worried aloud that “we are being afflicted with a new disease of which some readers may not yet have heard the name, but of which they will hear a great deal in the years to come—namely, technological unemployment.” Two decades later, the Harvard economist Wassily Leontief opined, “I do not see that the new industries can employ everybody who wants a job.” But for everyone worried about mass unemployment, there are those with a more optimistic take.

only 9 percent of jobs are truly threatened: “Automation and Independent Work in a Digital Economy,” Organisation for Economic Co-operation and Development, May 2016, https://www.oecd.org/els/emp/Policy%20brief%20-%20Automation%20and%20Independent%20Work%20in%20a%20Digital%20Economy.pdf. “technological unemployment”: John Maynard Keynes, “Economic Possibilities for Our Grandchildren (1930),” in Essays in Persuasion (New York: W. W. Norton & Company, 1963), 358–83. Harvard economist Wassily Leontief: Charlotte Curtis, “Machines vs. Workers,” New York Times, February 8, 1983, https://www.nytimes.com/1983/02/08/arts/machines-vs-workers.html.

“stultifying utilitarianism”: Farhad Manjoo, “The Soylent Revolution Will Not Be Pleasurable,” New York Times, May 28, 2014, https://www.nytimes.com/2014/05/29/technology/personaltech/the-soylent-revolution-will-not-be-pleasurable.html. “Imagine a meal”: Sam Sifton, “The Taste That Doesn’t Really Satisfy,” New York Times, May 24, 2015, https://www.nytimes.com/2015/05/25/technology/the-taste-that-doesnt-really-satisfy.html. “The ideas of economists”: John Maynard Keynes, The Collected Writings of John Maynard Keynes, ed. Elizabeth Johnson and Donald Moggridge, vol. 7, The General Theory (London: Cambridge University Press, 1978), 383. “tool for solving”: Thomas H. Cormen et al., Introduction to Algorithms, 3rd ed. (Cambridge, MA: MIT Press, 2009), 5. George Dantzig: George B. Dantzig, “Linear Programming,” Operations Research 50, no. 1 (February 2002): 42–47, https://doi.org/10.1287/opre.50.1.42.17798.


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Rise of the Robots: Technology and the Threat of a Jobless Future by Martin Ford

3D printing, additive manufacturing, Affordable Care Act / Obamacare, AI winter, algorithmic management, algorithmic trading, Amazon Mechanical Turk, artificial general intelligence, assortative mating, autonomous vehicles, banking crisis, basic income, Baxter: Rethink Robotics, Bernie Madoff, Bill Joy: nanobots, bond market vigilante , business cycle, call centre, Capital in the Twenty-First Century by Thomas Piketty, carbon tax, Charles Babbage, Chris Urmson, Clayton Christensen, clean water, cloud computing, collateralized debt obligation, commoditize, computer age, creative destruction, data science, debt deflation, deep learning, deskilling, digital divide, disruptive innovation, diversified portfolio, driverless car, Erik Brynjolfsson, factory automation, financial innovation, Flash crash, Ford Model T, Fractional reserve banking, Freestyle chess, full employment, general purpose technology, Geoffrey Hinton, Goldman Sachs: Vampire Squid, Gunnar Myrdal, High speed trading, income inequality, indoor plumbing, industrial robot, informal economy, iterative process, Jaron Lanier, job automation, John Markoff, John Maynard Keynes: technological unemployment, John von Neumann, Kenneth Arrow, Khan Academy, Kiva Systems, knowledge worker, labor-force participation, large language model, liquidity trap, low interest rates, low skilled workers, low-wage service sector, Lyft, machine readable, machine translation, manufacturing employment, Marc Andreessen, McJob, moral hazard, Narrative Science, Network effects, new economy, Nicholas Carr, Norbert Wiener, obamacare, optical character recognition, passive income, Paul Samuelson, performance metric, Peter Thiel, plutocrats, post scarcity, precision agriculture, price mechanism, public intellectual, Ray Kurzweil, rent control, rent-seeking, reshoring, RFID, Richard Feynman, Robert Solow, Rodney Brooks, Salesforce, Sam Peltzman, secular stagnation, self-driving car, Silicon Valley, Silicon Valley billionaire, Silicon Valley startup, single-payer health, software is eating the world, sovereign wealth fund, speech recognition, Spread Networks laid a new fibre optics cable between New York and Chicago, stealth mode startup, stem cell, Stephen Hawking, Steve Jobs, Steven Levy, Steven Pinker, strong AI, Stuxnet, technological singularity, telepresence, telepresence robot, The Bell Curve by Richard Herrnstein and Charles Murray, The Coming Technological Singularity, The Future of Employment, the long tail, Thomas L Friedman, too big to fail, Tragedy of the Commons, Tyler Cowen, Tyler Cowen: Great Stagnation, uber lyft, union organizing, Vernor Vinge, very high income, warehouse automation, warehouse robotics, Watson beat the top human players on Jeopardy!, women in the workforce

Productivity Growth Versus Compensation Growth SOURCE: US Bureau of Labor Statistics.14 A Bear Market for Labor’s Share, and a Raging Bull for Corporations Early in the twentieth century, the British economist and statistician Arthur Bowley delved into decades of national income data for the United Kingdom and showed that the fraction of national income going to labor and capital respectively remained relatively constant, at least over long periods. This apparently fixed relationship ultimately became an accepted economic principle known as “Bowley’s Law.” John Maynard Keynes, perhaps the most famous economist of all time, would later say that Bowley’s Law was “one of the most surprising, yet best established facts in the whole range of economic statistics.”17 As Figure 2.3 shows, during the postwar period, the share of US national income going to labor moved in a fairly tight range, just as Bowley’s Law would have predicted.

More important was the profession’s blindness to the very possibility of catastrophic failures in a market economy.”15 I think there are good reasons to be concerned about a similar failure of the economists’ mathematical models as the exponential advance of information technology increasingly disrupts the economy. Adding to the problem is that many of these models employ simplistic—and in some cases seemingly absurd—assumptions about the way consumers, workers, and businesses behave and interact. John Maynard Keynes may have said it best, writing nearly eighty years ago in The General Theory of Employment, Interest and Money, the book that arguably founded economics as a modern field of study: “Too large a proportion of recent ‘mathematical’ economics are merely concoctions, as imprecise as the initial assumptions they rest on, which allow the author to lose sight of the complexities and interdependencies of the real world in a maze of pretentious and unhelpful symbols.”16 Complexity, Feedback Effects, Consumer Behavior, and “Where Is That Soaring Productivity?”

Taylor is a very highly regarded economist, known especially for the “Taylor Rule,” a monetary policy guideline used by central banks (including the Federal Reserve) to set interest rates. 16. Robert H. Frank and Ben S. Bernanke, Principles of Economics, 3rd ed. (New York: McGraw Hill/Irwin, 2007), pp. 596–597. 17. John Maynard Keynes, as quoted in David Hackett Fischer, The Great Wave: Price Revolutions and the Rhythm of History (New York: Oxford University Press, 1996), p. 294. 18. Labor Share Graph, Data Source: FRED, Federal Reserve Economic Data, Federal Reserve Bank of St. Louis: Nonfarm Business Sector: Labor Share, Index 2009=100, Seasonally Adjusted [PRS85006173]; US Department of Labor: Bureau of Labor Statistics; https://research.stlouisfed.org/fred2/series/PRS85006173; accessed April 29, 2014.


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Humans as a Service: The Promise and Perils of Work in the Gig Economy by Jeremias Prassl

3D printing, Affordable Care Act / Obamacare, Airbnb, algorithmic management, Amazon Mechanical Turk, Andrei Shleifer, asset light, autonomous vehicles, barriers to entry, call centre, cashless society, Clayton Christensen, collaborative consumption, collaborative economy, collective bargaining, creative destruction, crowdsourcing, death from overwork, Didi Chuxing, disruptive innovation, Donald Trump, driverless car, Erik Brynjolfsson, full employment, future of work, George Akerlof, gig economy, global supply chain, Greyball, hiring and firing, income inequality, independent contractor, information asymmetry, invisible hand, Jeff Bezos, job automation, John Maynard Keynes: Economic Possibilities for our Grandchildren, John Maynard Keynes: technological unemployment, Kevin Roose, Kickstarter, low skilled workers, Lyft, machine readable, Mahatma Gandhi, Mark Zuckerberg, market friction, means of production, moral hazard, Network effects, new economy, obamacare, pattern recognition, platform as a service, Productivity paradox, race to the bottom, regulatory arbitrage, remote working, ride hailing / ride sharing, Robert Gordon, Ronald Coase, Rosa Parks, scientific management, Second Machine Age, secular stagnation, self-driving car, shareholder value, sharing economy, Silicon Valley, Silicon Valley billionaire, Silicon Valley ideology, Simon Singh, software as a service, Steve Jobs, TaskRabbit, TechCrunch disrupt, The Future of Employment, The Market for Lemons, The Nature of the Firm, The Rise and Fall of American Growth, transaction costs, transportation-network company, Travis Kalanick, two tier labour market, two-sided market, Uber and Lyft, Uber for X, uber lyft, union organizing, warehouse automation, work culture , working-age population

Simon Deakin and Frank Wilkinson, The Law of the Labour Market: Industrialization, Employment, and Legal Evolution (Oxford University Press 2005), 109. epilogue 1. John Maynard Keynes, ‘Economic possibilities for our grandchildren’, in Essays in Persuasion (Palgrave Macmillan 2010), 21. 2. Ibid., 325. 3. President John F. Kennedy, News Conference 24 (14 February 1962), https://www. jfklibrary.org/Research/Research-Aids/Ready-Reference/Press-Conferences/ News-Conference-24.aspx, archived at https://perma.cc/LDS6-Y8X7 4. John Maynard Keynes, ‘Economic possibilities for our grandchildren’, in Essays in Persuasion (Palgrave Macmillan 2010), 325. 5.

For the industry to operate to everyone’s benefit, however, we need to ensure that platforms can no longer arbitrage around existing rules and have to bear the cost of their operations. Employment law is the key to equitable conditions for all workers, and equal competition amongst businesses new and old. * * * * * * Epilogue Amidst the economic depression of the 1930s, Cambridge economist John Maynard Keynes penned a note about the Economic Possibilities for our Grandchildren. Where others saw stagnation and decline, he predicted prosperity and development. Unprecedented technological improvements in manufacture and transport were key to this vision. In the long term, the resulting productivity gains would bring manifold improvements in living standards for all.

In the short term, however, ‘the very rapidity of these changes is hurting us and bringing difficult problems to solve’:1 We are being afflicted with a new disease of which some readers may not yet have heard the name, but of which they will hear a great deal in the years to come—namely, technological unemployment. This means unemployment due to our discovery of means of economising the use of labour outrunning the pace at which we can find new uses for labour.2 Similar fears have been voiced throughout the past century. President Kennedy, for example, regarded maintaining full employment ‘as the major domestic challenge, really, of the ’60s . . . when automation, of course, is replacing men’.3 Reality, however, couldn’t be further from vision of ‘three-hour shifts or a fifteen-hour week’.4 What happened?


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Basic Economics by Thomas Sowell

affirmative action, air freight, airline deregulation, Alan Greenspan, American Legislative Exchange Council, bank run, barriers to entry, big-box store, British Empire, business cycle, clean water, collective bargaining, colonial rule, corporate governance, correlation does not imply causation, cotton gin, cross-subsidies, David Brooks, David Ricardo: comparative advantage, declining real wages, Dissolution of the Soviet Union, diversified portfolio, European colonialism, fixed income, Ford Model T, Fractional reserve banking, full employment, global village, Gunnar Myrdal, Hernando de Soto, hiring and firing, housing crisis, income inequality, income per capita, index fund, informal economy, inventory management, invisible hand, John Maynard Keynes: technological unemployment, joint-stock company, junk bonds, Just-in-time delivery, Kenneth Arrow, knowledge economy, labor-force participation, land reform, late fees, low cost airline, low interest rates, low skilled workers, means of production, Mikhail Gorbachev, minimum wage unemployment, moral hazard, offshore financial centre, oil shale / tar sands, payday loans, Phillips curve, Post-Keynesian economics, price discrimination, price stability, profit motive, quantitative easing, Ralph Nader, rent control, rent stabilization, road to serfdom, Ronald Reagan, San Francisco homelessness, Silicon Valley, surplus humans, The Bell Curve by Richard Herrnstein and Charles Murray, The Chicago School, The Wealth of Nations by Adam Smith, Thomas Kuhn: the structure of scientific revolutions, Thomas Malthus, transcontinental railway, Tyler Cowen, Vanguard fund, War on Poverty, We are all Keynesians now

By the last decade of the twentieth century, a disproportionate share of the Nobel Prizes in economics were going to economists of the Chicago School, whether located on the University of Chicago campus or at other institutions. The Keynesian contribution did not vanish, however, for many of the concepts and insights of John Maynard Keynes had now become part of the stock in trade of economists in all schools of thought. When John Maynard Keynes’ picture appeared on the cover of the December 31, 1965 issue of Time magazine, it was the first time that someone no longer living was honored in this way. There was also an accompanying story inside the magazine: Time quoted Milton Friedman, our leading non-Keynesian economist, as saying, “We are all Keynesians now.”

{xlii} Marshall’s Principles of Economics was still being used as a textbook in economics when I was a graduate student at Columbia University in academic year 1958–59. {xliii} As discussed in Chapter 13 of Basic Economics. {xliv} John Maynard Keynes wrote in 1930: “The world has been slow to realise that we are living this year in the shadow of one of the greatest economic catastrophes of modern history.” John Maynard Keynes, Essays in Persuasion, 1952 edition, p. 135. {xlv} This theme is explored in my book A Conflict of Visions. {xlvi} As we have seen in Chapter 17, during the Great Depression of the 1930s successive American administrations of both political parties sought to maintain high wage rates per unit of time as a way of maintaining labor’s “purchasing power”—which depends on the aggregate earnings of workers.

Despite all the problems with comparisons of national output between very different countries or between time periods far removed from one another, Gross Domestic Product statistics provide a reasonable, though rough, basis for comparing similar countries at the same time—especially when population size differences are taken into account by comparing Gross Domestic Product per capita. Thus, when the data show that the Gross Domestic Product per capita in Norway in 2009 was more than double what it was in Italy that same year,{550} we can reasonably conclude that the Norwegians had a significantly higher standard of living. But we need not pretend to precision. As John Maynard Keynes said, “It is better to be roughly right than precisely wrong.”{551} Ideally, we would like to be able to measure people’s personal sense of well-being but that is impossible. The old saying that money cannot buy happiness is no doubt true. However, opinion polls around the world indicate some rough correlation between national prosperity and personal satisfaction.{552} Nevertheless, correlation is not causation, as statisticians often warn, and it is possible that some of the same factors which promote happiness—security and freedom, for example—also promote economic prosperity.


pages: 179 words: 43,441

The Fourth Industrial Revolution by Klaus Schwab

"World Economic Forum" Davos, 3D printing, additive manufacturing, Airbnb, Amazon Mechanical Turk, Amazon Web Services, Anthropocene, augmented reality, autonomous vehicles, barriers to entry, Baxter: Rethink Robotics, bitcoin, blockchain, Buckminster Fuller, call centre, circular economy, clean water, collaborative consumption, commoditize, conceptual framework, continuous integration, CRISPR, cross-border payments, crowdsourcing, digital divide, digital twin, disintermediation, disruptive innovation, distributed ledger, driverless car, Edward Snowden, Elon Musk, epigenetics, Erik Brynjolfsson, future of work, global value chain, Google Glasses, hype cycle, income inequality, Internet Archive, Internet of things, invention of the steam engine, job automation, job satisfaction, John Maynard Keynes: Economic Possibilities for our Grandchildren, John Maynard Keynes: technological unemployment, life extension, Lyft, Marc Benioff, mass immigration, megacity, meta-analysis, more computing power than Apollo, mutually assured destruction, Narrative Science, Network effects, Nicholas Carr, nuclear taboo, OpenAI, personalized medicine, precariat, precision agriculture, Productivity paradox, race to the bottom, randomized controlled trial, reshoring, RFID, rising living standards, Sam Altman, Second Machine Age, secular stagnation, self-driving car, sharing economy, Silicon Valley, smart cities, smart contracts, social contagion, software as a service, Stephen Hawking, Steve Jobs, Steven Levy, Stuxnet, supercomputer in your pocket, synthetic biology, TaskRabbit, The Future of Employment, The Spirit Level, total factor productivity, transaction costs, Uber and Lyft, uber lyft, Watson beat the top human players on Jeopardy!, Wayback Machine, WikiLeaks, winner-take-all economy, women in the workforce, working-age population, Y Combinator, Zipcar

We need, however, to also recognize and manage the negative impacts it can have, particularly with regard to inequality, employment and labour markets. 3.1.2 Employment Despite the potential positive impact of technology on economic growth, it is nonetheless essential to address its possible negative impact, at least in the short term, on the labour market. Fears about the impact of technology on jobs are not new. In 1931, the economist John Maynard Keynes famously warned about widespread technological unemployment “due to our discovery of means of economising the use of labour outrunning the pace at which we can find new uses for labour”.22 This proved to be wrong but what if this time it were true? Over the past few years, the debate has been reignited by evidence of computers substituting for a number of jobs, most notably bookkeepers, cashiers and telephone operators.

http://www.frbsf.org/economic-research/publications/economic-letter/2015/february/economic-growth-information-technology-factor-productivity/ 21 The economist Brad DeLong makes this point in: J. Bradford DeLong, “Making Do With More”, Project Syndicate, 26 February 2015. http://www.project-syndicate.org/commentary/abundance-without-living-standards-growth-by-j--bradford-delong-2015-02 22 John Maynard Keynes, “Economic Possibilities for our Grandchildren” in Essays in Persuasion, Harcourt Brace, 1931. 23 Carl Benedikt Frey and Michael Osborne, “The Future of Employment: How Susceptible Are Jobs to Computerisation?”, Oxford Martin School, Programme on the Impacts of Future Technology, University of Oxford, 17 September 2013. http://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf 24 Shelley Podolny, “If an Algorithm Wrote This, How Would You Even Know?”

There are roughly two opposing camps when it comes to the impact of emerging technologies on the labour market: those who believe in a happy ending – in which workers displaced by technology will find new jobs, and where technology will unleash a new era of prosperity; and those who believe it will lead to a progressive social and political Armageddon by creating technological unemployment on a massive scale. History shows that the outcome is likely to be somewhere in the middle. The question is: What should we do to foster more positive outcomes and help those caught in the transition? It has always been the case that technological innovation destroys some jobs, which it replaces in turn with new ones in a different activity and possibly in another place.


pages: 261 words: 10,785

The Lights in the Tunnel by Martin Ford

Alan Greenspan, Albert Einstein, Bear Stearns, Bill Joy: nanobots, Black-Scholes formula, business cycle, call centre, carbon tax, cloud computing, collateralized debt obligation, commoditize, Computing Machinery and Intelligence, creative destruction, credit crunch, double helix, en.wikipedia.org, factory automation, full employment, income inequality, index card, industrial robot, inventory management, invisible hand, Isaac Newton, job automation, John Markoff, John Maynard Keynes: Economic Possibilities for our Grandchildren, John Maynard Keynes: technological unemployment, knowledge worker, low skilled workers, mass immigration, Mitch Kapor, moral hazard, pattern recognition, prediction markets, Productivity paradox, Ray Kurzweil, Robert Solow, Search for Extraterrestrial Intelligence, Silicon Valley, Stephen Hawking, strong AI, technological singularity, the long tail, Thomas L Friedman, Turing test, Vernor Vinge, War on Poverty, warehouse automation, warehouse robotics

Keynesian Grandchildren While few contemporary economists seem particularly concerned about the seemingly inevitable transition to an automated economy, one legendary economist did have remarkable insight into the future. In 1930, as the world plunged into the Great Depression, John Maynard Keynes wrote an essay entitled “Economic Possibilities for our Grandchildren.”52 In his essay, Keynes coined the term “technological unemployment,” writing: We are being inflicted with a new disease of which some readers many not yet have heard the name, but of which they will hear a great deal in the years to come—namely, technological unemployment. This means unemployment due to our discovery of means of economising the use of labour outrunning the pace at which we can find new uses for labour.* *[ Today, when economists discuss the causes of the Great Depression, they tend to focus almost exclusively on the monetary policy of the Federal Reserve.

Not Much”, New York Times, August 30, 2005, web: http://www.nytimes.com/2005/08/30/science/30profile.html 51 See Chris Anderson’s The Long Tail: Why the Future of Business is Selling Less of More, a book based on an article in Wired Magazine, October 2004. Web: http://www.wired.com/wired/archive/12.10/tail.html 52 John Maynard Keynes, “Economic Possibilities for our Grandchildren,” (written in 1930), Essays in Persuasion, New York, W.W. Norton, 1963. Web: http://www.econ.yale.edu/smith/econ116a/keynes1.pdf p. 195 footnote, Einstein’s view on technological unemployment, see: Walter Isaacson, Einstein: His Life and Universe, New York, Simon & Schuster, 2007, p.403. Chapter 5: The Green Light 53 For more on the challenges of addressing poverty, see: William Easterly, The Elusive Quest for Growth: Economists’ Adventures and Misadventures in the Tropics, Cambridge, MA, MIT Press, 2002.

While there is little double that the overly restrictive policies of the Fed prolonged the Depression and perhaps turned a run of the mill recession into a disaster, it should not be forgotten that there was a widespread belief at the time that the technological unemployment (and the resulting plunge in consumer demand) that Keynes spoke of played an important role. Even Albert Einstein expressed this opinion when asked for his take on the causes of the Depression during a visit to the United States in 1933. ] Keynes recognized that, in 1930, technological unemployment would be a temporary phenomenon and that the economy would eventually absorb the excess workers. The main thrust of his essay was to attempt to look much further into the future.


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Fully Automated Luxury Communism by Aaron Bastani

"Peter Beck" AND "Rocket Lab", Alan Greenspan, Anthropocene, autonomous vehicles, banking crisis, basic income, Berlin Wall, Bernie Sanders, Boston Dynamics, Bretton Woods, Brexit referendum, capital controls, capitalist realism, cashless society, central bank independence, collapse of Lehman Brothers, computer age, computer vision, CRISPR, David Ricardo: comparative advantage, decarbonisation, deep learning, dematerialisation, DIY culture, Donald Trump, double helix, driverless car, electricity market, Elon Musk, energy transition, Erik Brynjolfsson, fake news, financial independence, Francis Fukuyama: the end of history, future of work, Future Shock, G4S, general purpose technology, Geoffrey Hinton, Gregor Mendel, housing crisis, income inequality, industrial robot, Intergovernmental Panel on Climate Change (IPCC), Internet of things, Isaac Newton, James Watt: steam engine, Jeff Bezos, Jeremy Corbyn, Jevons paradox, job automation, John Markoff, John Maynard Keynes: technological unemployment, Joseph Schumpeter, Kevin Kelly, Kuiper Belt, land reform, Leo Hollis, liberal capitalism, low earth orbit, low interest rates, low skilled workers, M-Pesa, market fundamentalism, means of production, mobile money, more computing power than Apollo, new economy, off grid, pattern recognition, Peter H. Diamandis: Planetary Resources, post scarcity, post-work, price mechanism, price stability, private spaceflight, Productivity paradox, profit motive, race to the bottom, rewilding, RFID, rising living standards, Robert Solow, scientific management, Second Machine Age, self-driving car, sensor fusion, shareholder value, Silicon Valley, Simon Kuznets, Slavoj Žižek, SoftBank, stem cell, Stewart Brand, synthetic biology, technological determinism, technoutopianism, the built environment, the scientific method, The Wealth of Nations by Adam Smith, Thomas Malthus, transatlantic slave trade, Travis Kalanick, universal basic income, V2 rocket, Watson beat the top human players on Jeopardy!, We are as Gods, Whole Earth Catalog, working-age population

It was he who claimed to see the contours of a new world at the precise moment industrial capitalism burned at its brightest. That is not to say Marx was unique in thinking capitalism would end, nor that it would transition to something else. Indeed in this respect he was joined by, among others, two thinkers of the twentieth century, John Maynard Keynes and Peter Drucker, who despite being critics of his held similar views on how capitalism might lead to a system beyond it. By placing Marx alongside both thinkers, examining how each viewed the relationship of scarcity to capitalism and utopia, we can begin to create a clearer picture of what he meant by communism.

So as information, labour, energy and resources become permanently cheaper – and work and the limits of the old world are left behind – it turns out we don’t just satisfy all of our needs, but dissolve any boundary between the useful and the beautiful. Communism is luxurious – or it isn’t communism. Post-Capitalism without Communism: J. M. Keynes Marx was far from alone in claiming that capitalism creates the conditions for a society beyond it. Indeed, he was joined by the most influential economist of the twentieth century: John Maynard Keynes. Keynes was by no means a radical, let alone a revolutionary. And yet in 1930, in the aftermath of the Wall Street crash and the start of what would become the Great Depression, he penned the most optimistic tract of his age, Letter on the Economic Possibilities of Our Grandchildren. In this short, self-assured essay Keynes outlined a new society which he viewed as not only desirable, but inevitable.

For Fukuyama the end of history signalled a world defined by economic calculation and ‘the endless solving of technical problems, environmental concerns, and the satisfaction of sophisticated consumer demands’. And yet the present moment, defined by challenges such as rising temperatures, technological unemployment, income inequality and societal ageing – to name just a few – poses questions which extend beyond mere technical competence. If Fukuyama’s words were naive in 1992, then in the decade that followed the financial crisis of 2008 they became positively ridiculous. Indeed, he admitted as much in a book he published on identity in 2018.


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Power and Progress: Our Thousand-Year Struggle Over Technology and Prosperity by Daron Acemoglu, Simon Johnson

"Friedman doctrine" OR "shareholder theory", "World Economic Forum" Davos, 4chan, agricultural Revolution, AI winter, Airbnb, airline deregulation, algorithmic bias, algorithmic management, Alignment Problem, AlphaGo, An Inconvenient Truth, artificial general intelligence, augmented reality, basic income, Bellingcat, Bernie Sanders, Big Tech, Bletchley Park, blue-collar work, British Empire, carbon footprint, carbon tax, carried interest, centre right, Charles Babbage, ChatGPT, Clayton Christensen, clean water, cloud computing, collapse of Lehman Brothers, collective bargaining, computer age, Computer Lib, Computing Machinery and Intelligence, conceptual framework, contact tracing, Corn Laws, Cornelius Vanderbilt, coronavirus, corporate social responsibility, correlation does not imply causation, cotton gin, COVID-19, creative destruction, declining real wages, deep learning, DeepMind, deindustrialization, Demis Hassabis, Deng Xiaoping, deskilling, discovery of the americas, disinformation, Donald Trump, Douglas Engelbart, Douglas Engelbart, Edward Snowden, Elon Musk, en.wikipedia.org, energy transition, Erik Brynjolfsson, European colonialism, everywhere but in the productivity statistics, factory automation, facts on the ground, fake news, Filter Bubble, financial innovation, Ford Model T, Ford paid five dollars a day, fulfillment center, full employment, future of work, gender pay gap, general purpose technology, Geoffrey Hinton, global supply chain, Gordon Gekko, GPT-3, Grace Hopper, Hacker Ethic, Ida Tarbell, illegal immigration, income inequality, indoor plumbing, industrial robot, interchangeable parts, invisible hand, Isaac Newton, Jacques de Vaucanson, James Watt: steam engine, Jaron Lanier, Jeff Bezos, job automation, Johannes Kepler, John Markoff, John Maynard Keynes: Economic Possibilities for our Grandchildren, John Maynard Keynes: technological unemployment, Joseph-Marie Jacquard, Kenneth Arrow, Kevin Roose, Kickstarter, knowledge economy, labor-force participation, land reform, land tenure, Les Trente Glorieuses, low skilled workers, low-wage service sector, M-Pesa, manufacturing employment, Marc Andreessen, Mark Zuckerberg, megacity, mobile money, Mother of all demos, move fast and break things, natural language processing, Neolithic agricultural revolution, Norbert Wiener, NSO Group, offshore financial centre, OpenAI, PageRank, Panopticon Jeremy Bentham, paperclip maximiser, pattern recognition, Paul Graham, Peter Thiel, Productivity paradox, profit maximization, profit motive, QAnon, Ralph Nader, Ray Kurzweil, recommendation engine, ride hailing / ride sharing, Robert Bork, Robert Gordon, Robert Solow, robotic process automation, Ronald Reagan, scientific management, Second Machine Age, self-driving car, seminal paper, shareholder value, Sheryl Sandberg, Shoshana Zuboff, Silicon Valley, social intelligence, Social Responsibility of Business Is to Increase Its Profits, social web, South Sea Bubble, speech recognition, spice trade, statistical model, stem cell, Steve Jobs, Steve Wozniak, strikebreaker, subscription business, Suez canal 1869, Suez crisis 1956, supply-chain management, surveillance capitalism, tacit knowledge, tech billionaire, technoutopianism, Ted Nelson, TED Talk, The Future of Employment, The Rise and Fall of American Growth, The Structural Transformation of the Public Sphere, The Wealth of Nations by Adam Smith, theory of mind, Thomas Malthus, too big to fail, total factor productivity, trade route, transatlantic slave trade, trickle-down economics, Turing machine, Turing test, Twitter Arab Spring, Two Sigma, Tyler Cowen, Tyler Cowen: Great Stagnation, union organizing, universal basic income, Unsafe at Any Speed, Upton Sinclair, upwardly mobile, W. E. B. Du Bois, War on Poverty, WikiLeaks, wikimedia commons, working poor, working-age population

“The fact is, that monopoly…” is from Thelwall (1796, 21), and a partial version is in Thompson (1966, 185). Chapter 1: Control over Technology It is useful to briefly review the historical debates surrounding the notion of technological unemployment and David Ricardo’s views on machinery, which are discussed in this chapter. The idea of technological unemployment resulting from improvements in production methods is often attributed to John Maynard Keynes (1930 [1966]). In reality, this idea significantly predates Keynes. Several authors in the eighteenth century worried about labor-displacing technological change. Thomas Mortimer wrote about this possibility in the early stages of the Industrial Revolution (Mortimer 1772).

Nevertheless, the burdens of knowledge were not seen as insurmountable by a generation becoming confident that technology could solve all problems. Humanity was wise enough to control the use of its knowledge, and if there were social costs of being so innovative, the solution was to invent even more useful things. There were lingering concerns about “technological unemployment,” a term coined by the economist John Maynard Keynes in 1930 to capture the possibility that new production methods could reduce the need for human labor and contribute to mass unemployment. Keynes understood that industrial techniques would continue to improve rapidly but also argued, “This means unemployment due to our discovery of means of economising the use of labour outrunning the pace at which we can find new uses for labour.”

Robust postwar US growth did not immediately guarantee that these technologies would benefit workers. The sharing of prosperity was contested from the day World War II came to an end. Ensuring that economic growth benefited a broad cross section of society took hard work, as we explain next. Clash over Automation and Wages Concerns about technological unemployment voiced by John Maynard Keynes, discussed in Chapter 1, were perhaps even more relevant in the decades following World War II. Machine tools continued to improve, and striking advances in numerically controlled machinery built on and perfected the ideas that dated back to Jacquard’s loom. Designed by Joseph-Marie Jacquard in 1804, this loom was one of the most important weaving automation devices of the nineteenth century, performing tasks that even skilled weavers found challenging.


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Exponential: How Accelerating Technology Is Leaving Us Behind and What to Do About It by Azeem Azhar

"Friedman doctrine" OR "shareholder theory", "World Economic Forum" Davos, 23andMe, 3D printing, A Declaration of the Independence of Cyberspace, Ada Lovelace, additive manufacturing, air traffic controllers' union, Airbnb, algorithmic management, algorithmic trading, Amazon Mechanical Turk, autonomous vehicles, basic income, Berlin Wall, Bernie Sanders, Big Tech, Bletchley Park, Blitzscaling, Boeing 737 MAX, book value, Boris Johnson, Bretton Woods, carbon footprint, Chris Urmson, Citizen Lab, Clayton Christensen, cloud computing, collective bargaining, computer age, computer vision, contact tracing, contact tracing app, coronavirus, COVID-19, creative destruction, crowdsourcing, cryptocurrency, cuban missile crisis, Daniel Kahneman / Amos Tversky, data science, David Graeber, David Ricardo: comparative advantage, decarbonisation, deep learning, deglobalization, deindustrialization, dematerialisation, Demis Hassabis, Diane Coyle, digital map, digital rights, disinformation, Dissolution of the Soviet Union, Donald Trump, Double Irish / Dutch Sandwich, drone strike, Elon Musk, emotional labour, energy security, Fairchild Semiconductor, fake news, Fall of the Berlin Wall, Firefox, Frederick Winslow Taylor, fulfillment center, future of work, Garrett Hardin, gender pay gap, general purpose technology, Geoffrey Hinton, gig economy, global macro, global pandemic, global supply chain, global value chain, global village, GPT-3, Hans Moravec, happiness index / gross national happiness, hiring and firing, hockey-stick growth, ImageNet competition, income inequality, independent contractor, industrial robot, intangible asset, Jane Jacobs, Jeff Bezos, job automation, John Maynard Keynes: Economic Possibilities for our Grandchildren, John Maynard Keynes: technological unemployment, John Perry Barlow, Just-in-time delivery, Kickstarter, Kiva Systems, knowledge worker, Kodak vs Instagram, Law of Accelerating Returns, lockdown, low skilled workers, lump of labour, Lyft, manufacturing employment, Marc Benioff, Mark Zuckerberg, megacity, Mitch Kapor, Mustafa Suleyman, Network effects, new economy, NSO Group, Ocado, offshore financial centre, OpenAI, PalmPilot, Panopticon Jeremy Bentham, Peter Thiel, Planet Labs, price anchoring, RAND corporation, ransomware, Ray Kurzweil, remote working, RFC: Request For Comment, Richard Florida, ride hailing / ride sharing, Robert Bork, Ronald Coase, Ronald Reagan, Salesforce, Sam Altman, scientific management, Second Machine Age, self-driving car, Shoshana Zuboff, Silicon Valley, Social Responsibility of Business Is to Increase Its Profits, software as a service, Steve Ballmer, Steve Jobs, Stuxnet, subscription business, synthetic biology, tacit knowledge, TaskRabbit, tech worker, The Death and Life of Great American Cities, The Future of Employment, The Nature of the Firm, Thomas Malthus, TikTok, Tragedy of the Commons, Turing machine, Uber and Lyft, Uber for X, uber lyft, universal basic income, uranium enrichment, vertical integration, warehouse automation, winner-take-all economy, workplace surveillance , Yom Kippur War

They were protesting against increasing automation, which they claimed was resulting in layoffs and an inhumane increase in what managers expected of workers.3 In other words, we’ve seen the ‘rise of the robots’ before. Anxieties like these usually crop up during periods of rapid technological change. And it’s not just the workers themselves. The economist John Maynard Keynes popularised the idea of ‘technological unemployment’ in 1928, when he noted, ‘The increase of technical efficiency has been taking place faster than we can deal with the problem of labour absorption’ – that is, the ability to find work for workers.4 Now we have entered the Exponential Age, new technology appears to be challenging workers’ raison d’être once again.

There was a century where workers lagged behind the gains; an uncomfortable century, even if it worked out in the end.82 ‘Worked out in the end’ are five very easy words to write. But they represent decades of catch-up – papering over lives where incomes didn’t grow, and quality of life fell relative to the strength of the economy. As John Maynard Keynes put it, ‘In the long run we are all dead.’83 In the meantime, there will be pernicious chasms in the labour market, between the changes wrought by new technology and the norms and laws that govern the workplace. But it is not too late to redesign the economy to close this widening gap. As so often in the Exponential Age, even as disruptive new technologies take off, remoulding our economy and society in the process, so too do new ideas about how we might adapt.

CHAPTER 5: LABOUR’S LOVES LOST 1 Larry Elliott, ‘Millions of UK Workers at Risk of Being Replaced by Robots’, The Guardian, 24 March 2017 <https://www.theguardian.com/technology/2017/mar/24/millions-uk-workers-risk-replaced-robots-study-warns>. 2 Alex Williams, ‘Will Robots Take Our Children’s Jobs?’, New York Times, 11 December 2017 <https://www.nytimes.com/2017/12/11/style/robots-jobs-children.html>. 3 ‘Labor: Sabotage at Lordstown?’, Time, 7 February 1972 <http://content.time.com/time/subscriber/article/0,33009,905747,00.html> [accessed 3 April 2021]. 4 John Maynard Keynes, ‘Economic Possibilities for Our Grandchildren’, in Essays in Persuasion (London: Palgrave Macmillan UK, 2010), pp. 321–332 <https://doi.org/10.1007/978-1-349-59072-8_25>. 5 Creative Destruction Lab, ‘Geoff Hinton: On Radiology’, 24 November 2016 <https://www.youtube.com/watch?v=2HMPRXstSvQ> [accessed 24 February 2021]. 6 Paul Daugherty, H.


Basic Income And The Left by henningmeyer

basic income, Bernie Sanders, carbon tax, centre right, eurozone crisis, income inequality, Jeremy Corbyn, John Maynard Keynes: technological unemployment, labour market flexibility, land value tax, means of production, mini-job, moral hazard, precariat, quantitative easing, Silicon Valley, technological determinism, the market place, Tobin tax, universal basic income

income and, in the case of Europe, how such a Second, if there is large-scale technological unem‐ system would be compatible with the European ployment, re-allocating the remaining work should Union’s freedom of movement and non-discrimina‐ be a first step. It might not be the 15-hour work tion rules. In many countries, moreover, it would week that John Maynard Keynes envisaged for his not be easy at all to abolish current pension grandchildren but where possible such a policy systems – also an effect of basic income – as these would make sense and be a first re-balancing tool. embrace strict legal entitlements. Third, public policy-makers should be thinking about job guarantee schemes that would comple‐ A Handful Of Alternatives For all these reasons, the basic income does not look like a suitable policy response to the threat of tech‐ nological unemployment.

The current use of social policy to control the individual’s contact with the labour market atomises individuals and NO NEED FOR BASIC INCOME: FIVE POLICIES TO DEAL WITH THE THREAT OF TECHNOLOGICAL UNEMPLOYMENT segments society. Basic income has the potential to BY HENNING MEYER (27 MARCH 2017) enable a new set of more direct relationships among citizens, and a more balanced relation of citizens with the state. The potential threat of technological unemployment is one of the most hotly debated economic issues of our times: in boardrooms and trade union offices but also increasingly amongst policy-makers. The catch-all term ‘digital’ may have been added to numerous political concepts in recent years but beyond such branding there has been very little debate of substance about what a comprehensive policy response to this threat should be.

Universal Basic Income: A Disarmingly Simple Idea – And Fad 10. Unconditional Basic Income Is A Dead End 11. Basic Income Is A Tonic Catalyser: A Response To Anke Hassel 12. Basic Income And Institutional Transformation 13. No Need For Basic Income: Five Policies To Deal With The Threat Of Technological Unemployment 14. Citizen’s Income: Both Feasible And Useful 15. UBI: A Bad Idea For The Welfare State 16. What Is An Unconditional Basic Income? A Response To Rothstein v 1 5 AUTHORS 12 21 28 37 45 Louise Haagh is a Reader in Politics at the Univer‐ sity of York, co-editor of the academic journal Basic 52 Income Studies and chair of the Basic Income Earth Network.


pages: 504 words: 126,835

The Innovation Illusion: How So Little Is Created by So Many Working So Hard by Fredrik Erixon, Bjorn Weigel

Airbnb, Alan Greenspan, Albert Einstein, American ideology, asset allocation, autonomous vehicles, barriers to entry, Basel III, Bernie Madoff, bitcoin, Black Swan, blockchain, Blue Ocean Strategy, BRICs, Burning Man, business cycle, Capital in the Twenty-First Century by Thomas Piketty, Cass Sunstein, classic study, Clayton Christensen, Colonization of Mars, commoditize, commodity super cycle, corporate governance, corporate social responsibility, creative destruction, crony capitalism, dark matter, David Graeber, David Ricardo: comparative advantage, discounted cash flows, distributed ledger, Donald Trump, Dr. Strangelove, driverless car, Elon Musk, Erik Brynjolfsson, Fairchild Semiconductor, fear of failure, financial engineering, first square of the chessboard / second half of the chessboard, Francis Fukuyama: the end of history, general purpose technology, George Gilder, global supply chain, global value chain, Google Glasses, Google X / Alphabet X, Gordon Gekko, Greenspan put, Herman Kahn, high net worth, hiring and firing, hockey-stick growth, Hyman Minsky, income inequality, income per capita, index fund, industrial robot, Internet of things, Jeff Bezos, job automation, job satisfaction, John Maynard Keynes: Economic Possibilities for our Grandchildren, John Maynard Keynes: technological unemployment, joint-stock company, Joseph Schumpeter, Just-in-time delivery, Kevin Kelly, knowledge economy, laissez-faire capitalism, low interest rates, Lyft, manufacturing employment, Mark Zuckerberg, market design, Martin Wolf, mass affluent, means of production, middle-income trap, Mont Pelerin Society, Network effects, new economy, offshore financial centre, pensions crisis, Peter Thiel, Potemkin village, precautionary principle, price mechanism, principal–agent problem, Productivity paradox, QWERTY keyboard, RAND corporation, Ray Kurzweil, rent-seeking, risk tolerance, risk/return, Robert Gordon, Robert Solow, Ronald Coase, Ronald Reagan, savings glut, Second Machine Age, secular stagnation, Silicon Valley, Silicon Valley startup, Skype, sovereign wealth fund, Steve Ballmer, Steve Jobs, Steve Wozniak, subprime mortgage crisis, technological determinism, technological singularity, TED Talk, telemarketer, The Chicago School, The Future of Employment, The Nature of the Firm, The Rise and Fall of American Growth, The Wealth of Nations by Adam Smith, too big to fail, total factor productivity, transaction costs, transportation-network company, tulip mania, Tyler Cowen, Tyler Cowen: Great Stagnation, uber lyft, University of East Anglia, unpaid internship, Vanguard fund, vertical integration, Yogi Berra

The basic plot, if you will allow a simplification, in much of the intellectual history of the world centers around the battle between new discoveries and old dogma, and the former tends to win over the latter – not immediately, not in the short run, perhaps not even in the medium term, but in the long run new discoveries often do win. However, in the long run, as John Maynard Keynes noted, we are all dead. Political romanticism better suits a historian of ideas than a scholar of contemporary politics and economics. The judgment about the Danes in 1066 and All That, the humorous version of English history, does not apply to economic policy: you cannot be both “right and very romantic.”14 Innovation delayed is innovation denied.

Political leaders worried that with the seemingly unlimited productive capabilities of the new machines being developed, there would not be the same amount of demand for labor in the future. Richard Bellman, mathematician and father of dynamic programming, concluded in 1964 that technological advances thus far implied that it would take only 2 percent of the working population to produce what was needed for the American population. The British economist John Maynard Keynes had previously expressed a similar sentiment, arguing that technological development would result in an abundance of leisure time as Westerners would only have to work 15 hours a week.8 Bellman went much further and predicted that his 2 percent scenario would happen within 25 years from the time of writing, and would be more likely to occur within 10 years.9 Futurist Herman Kahn – the founder of the Hudson Institute, and famous for inspiring Kubrick’s character of Dr.

Wired, May 22, 2009. At http://archive.wired.com/culture/culturereviews/magazine/17-06/nep_newsocialism?currentPage=all. Kelly, Thomas, “Sunk Costs, Rationality, and Acting for the Sake of the Past.” Noûs, 38.1 (2004): 60–85. Keynes, John Maynard, “Economic Possibilities for Our Grandchildren” (1930). In John Maynard Keynes, Essays in Persuasion. Norton, 1963. Kim, W. Chan, and Renée Mauborgne, Blue Ocean Strategy. Harvard Business School Press, 2005. Klein, Naomi, No Logo. Fourth Estate, 2010. Kleiner, Morris M., “Reforming Occupational Licensing Policies.” Hamilton Project Discussion Paper 2015-1. Brookings, Mar. 2015.


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The Glass Cage: Automation and Us by Nicholas Carr

Airbnb, Airbus A320, Andy Kessler, Atul Gawande, autonomous vehicles, Bernard Ziegler, business process, call centre, Captain Sullenberger Hudson, Charles Lindbergh, Checklist Manifesto, cloud computing, cognitive load, computerized trading, David Brooks, deep learning, deliberate practice, deskilling, digital map, Douglas Engelbart, driverless car, drone strike, Elon Musk, Erik Brynjolfsson, Evgeny Morozov, Flash crash, Frank Gehry, Frank Levy and Richard Murnane: The New Division of Labor, Frederick Winslow Taylor, future of work, gamification, global supply chain, Google Glasses, Google Hangouts, High speed trading, human-factors engineering, indoor plumbing, industrial robot, Internet of things, Ivan Sutherland, Jacquard loom, James Watt: steam engine, job automation, John Maynard Keynes: Economic Possibilities for our Grandchildren, John Maynard Keynes: technological unemployment, Kevin Kelly, knowledge worker, low interest rates, Lyft, machine readable, Marc Andreessen, Mark Zuckerberg, means of production, natural language processing, new economy, Nicholas Carr, Norbert Wiener, Oculus Rift, pattern recognition, Peter Thiel, place-making, plutocrats, profit motive, Ralph Waldo Emerson, RAND corporation, randomized controlled trial, Ray Kurzweil, recommendation engine, robot derives from the Czech word robota Czech, meaning slave, scientific management, Second Machine Age, self-driving car, Silicon Valley, Silicon Valley ideology, software is eating the world, Stephen Hawking, Steve Jobs, systems thinking, tacit knowledge, TaskRabbit, technological determinism, technological solutionism, technoutopianism, TED Talk, The Wealth of Nations by Adam Smith, turn-by-turn navigation, Tyler Cowen, US Airways Flight 1549, Watson beat the top human players on Jeopardy!, William Langewiesche

In some ways, it rendered the utopian vision of progress more vivid, more necessary. The more we saw machines as our foes, the more we yearned for them to be our friends. “We are being afflicted,” wrote the great British economist John Maynard Keynes in 1930, “with a new disease of which some readers may not yet have heard the name, but of which they will hear a great deal in the years to come—namely, technological unemployment.” The ability of machines to take over jobs had outpaced the economy’s ability to create valuable new work for people to do. But the problem, Keynes assured his readers, was merely a symptom of “a temporary phase of maladjustment.”

Levasseur, “The Concentration of Industry, and Machinery in the United States,” Publications of the American Academy of Political and Social Science, no. 193 (1897): 178–197. 16.Oscar Wilde, “The Soul of Man under Socialism,” in The Collected Works of Oscar Wilde (Ware, U.K.: Wordsworth Editions, 2007), 1051. 17.Quoted in Amy Sue Bix, Inventing Ourselves out of Jobs? America’s Debate over Technological Unemployment, 1929–1981 (Baltimore: Johns Hopkins University Press, 2000), 117–118. 18.Ibid., 50. 19.Ibid., 55. 20.John Maynard Keynes, “Economic Possibilities for Our Grandchildren,” in Essays in Persuasion (New York: W. W. Norton, 1963), 358–373. 21.John F. Kennedy, “Remarks at the Wheeling Stadium,” in John F. Kennedy: Containing the Public Messages, Speeches, and Statements of the President (Washington, D.C.: U.S.

Although Brynjolfsson and McAfee were anything but technophobes—they remained “hugely optimistic” about the ability of computers and robots to boost productivity and improve people’s lives over the long run—they made a strong case that technological unemployment was real, that it had become pervasive, and that it would likely get much worse. Human beings, they warned, were losing the race against the machine.24 Their ebook was like a match thrown onto a dry field. It sparked a vigorous and sometimes caustic debate among economists, a debate that soon drew the attention of journalists. The phrase “technological unemployment,” which had faded from use after the Great Depression, took a new grip on the public mind. At the start of 2013, the TV news program 60 Minutes ran a segment, called “March of the Machines,” that examined how businesses were using new technologies in place of workers at warehouses, hospitals, law firms, and manufacturing plants.


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Democracy at Work: A Cure for Capitalism by Richard D. Wolff

asset-backed security, Bear Stearns, Bernie Madoff, business cycle, collective bargaining, Credit Default Swap, declining real wages, feminist movement, financial intermediation, Glass-Steagall Act, green new deal, Howard Zinn, income inequality, John Maynard Keynes: technological unemployment, laissez-faire capitalism, means of production, military-industrial complex, moral hazard, mortgage debt, Occupy movement, Ponzi scheme, profit maximization, quantitative easing, race to the bottom, Ronald Reagan, too big to fail, trickle-down economics, wage slave, women in the workforce, Works Progress Administration

The establishment prefers to wait rather than to pay the costs of a government intervention sufficient to overcome the crisis. Capitalism, it insists, will eventually produce an economic upturn. An alternative, though predictable and inadequate, program has come from the still-small but growing coterie of Keynesians. They have been reinvigorated by this crisis much as John Maynard Keynes’s intervention, their inspiration, was produced by the 1930s crisis. They want a much bigger government fiscal stimulus paid for by bigger temporary budget deficits. They insist that the rising national debt can easily be offset later, once robust economic growth resumes. They are quite confident that a bigger stimulus will solve what they see as the problem: returning to a “normal” capitalism from a crisis-ridden capitalism.

Its oscillations take many names, from downturns, busts, deflations, contractions, recessions, and depressions to upturns, booms, inflations, expansions, and prosperity. Professional economists have had to admit that capitalism displays endemic “business cycles” but keep hoping that something might be done to prevent them or at least to keep them from undermining the system. Many economists have built on the work of John Maynard Keynes to assert that the proper exercise of monetary and fiscal policies by government can realize that hope. Politicians have taken that assertion another step. In the United States, every president who presided over a cyclical downturn promised that his economic interventions (his mix of monetary and fiscal policies) would not only end that downturn but would ensure that we would not have another in the future.

The extent to which worker-directors are also rotated through management functions would further differentiate a WSDE-based economy from capitalism. To take a final example, consider that an economic system built upon WSDEs might well be generally concerned about slipping back toward a capitalist system. To that end, it would seek to avoid crises or cycles of the sorts caused in capitalism by overproduction, underconsumption, technological unemployment, and so on. It would work to overcome the social problems created under capitalism when an enterprise discovers a new way to produce output with less labor input, encounters a loss of public desire for its products, or finds that it has overestimated the demand for its output. One way to accomplish this would be to create a fund (by surplus distributions from WSDE boards) and a government agency to administer it.


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The Economics of Belonging: A Radical Plan to Win Back the Left Behind and Achieve Prosperity for All by Martin Sandbu

air traffic controllers' union, Airbnb, Alan Greenspan, autonomous vehicles, balance sheet recession, bank run, banking crisis, basic income, Berlin Wall, Bernie Sanders, Big Tech, Boris Johnson, Branko Milanovic, Bretton Woods, business cycle, call centre, capital controls, carbon footprint, carbon tax, Carmen Reinhart, centre right, collective bargaining, company town, debt deflation, deindustrialization, deskilling, Diane Coyle, Donald Trump, Edward Glaeser, eurozone crisis, Fall of the Berlin Wall, financial engineering, financial intermediation, full employment, future of work, gig economy, Gini coefficient, green new deal, hiring and firing, income inequality, income per capita, industrial robot, intangible asset, job automation, John Maynard Keynes: technological unemployment, Kenneth Rogoff, knowledge economy, knowledge worker, labour market flexibility, liquidity trap, longitudinal study, low interest rates, low skilled workers, manufacturing employment, Martin Wolf, meta-analysis, mini-job, Money creation, mortgage debt, new economy, offshore financial centre, oil shock, open economy, pattern recognition, pink-collar, precariat, public intellectual, quantitative easing, race to the bottom, Richard Florida, Robert Shiller, Robert Solow, Ronald Reagan, secular stagnation, social intelligence, TaskRabbit, total factor productivity, universal basic income, very high income, winner-take-all economy, working poor

Getting these protections right—so that they favour those at risk of precarity or market exclusion, rather than those who dominate them—can also improve productivity and benefit the whole economy. 8 Macroeconomic Policy for the Left Behind The remedy for the boom is not a higher rate of interest but a lower rate of interest! For that may enable the so-called boom to last. The right remedy for the trade cycle is not to be found in abolishing booms and thus keeping us permanently in a semi-slump; but in abolishing slumps and thus keeping us permanently in a quasi-boom. —JOHN MAYNARD KEYNES, 19361 The end of belonging in Western economies started many decades ago. It was the product of deep, slow-moving forces—above all, technological change—and a permanent improvement will require equally long-term policies. But a programme for a new economics of belonging should start by ensuring that misguided short-term policies do not add to the chronic problems—a sort of Hippocratic do-no-harm oath for economic policy makers.

Poor macroeconomic policy can on its own directly undermine the economic social contract. The costs of mismanaged aggregate demand fall disproportionately on those on the margins of the economy, hurting the already left behind or adding new victims to their ranks. That is what happened after the downturn triggered by the global financial crisis of 2008. As John Maynard Keynes insisted more than eighty years ago, macroeconomic policy must aim to make good economic times last as long as possible and, conversely, to end recessions as fast as can be done. For a short moment in April 2009, world leaders lived up to this standard. Assembled for a summit in London, they committed to a coordinated stimulus of their economies, using both government budgets and central bank policies to reverse the collapse in economic activity and get the global economy back to growth.

David Mardiste, “Embracing Uber, Estonia Shows Tax Needn’t Be an Issue,” Reuters, 9 June 2016, https://www.reuters.com/article/us-estonia-uber/embracing-uber-estonia-shows-tax-neednt-be-an-issue-idUSKCN0YV1PS. 33. “Now You Can Pay Your Taxes in One Click,” e-Estonia, April 2017, https://e-estonia.com/now-you-can-pay-your-taxes-in-one-click/. 34. See “About Entur,” Entur, accessed 6 December 2019, https://www.entur.org/about-entur/. Chapter 8. Macroeconomic Policy for the Left Behind 1. John Maynard Keynes, The General Theory of Employment, Interest and Money, chap. 22. 2. Martin Sandbu, “The Left Behind Have Most to Lose from Timid Macroeconomic Policy,” Financial Times, 7 January 2019, https://www.ft.com/content/5322ec9a-1008-11e9-acdc-4d9976f1533b. For the United Kingdom, see Cara Pacitti and James Smith, A Problem Shared?


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The Zero Marginal Cost Society: The Internet of Things, the Collaborative Commons, and the Eclipse of Capitalism by Jeremy Rifkin

3D printing, active measures, additive manufacturing, Airbnb, autonomous vehicles, back-to-the-land, benefit corporation, big-box store, bike sharing, bioinformatics, bitcoin, business logic, business process, Chris Urmson, circular economy, clean tech, clean water, cloud computing, collaborative consumption, collaborative economy, commons-based peer production, Community Supported Agriculture, Computer Numeric Control, computer vision, crowdsourcing, demographic transition, distributed generation, DIY culture, driverless car, Eben Moglen, electricity market, en.wikipedia.org, Frederick Winslow Taylor, Free Software Foundation, Garrett Hardin, general purpose technology, global supply chain, global village, Hacker Conference 1984, Hacker Ethic, industrial robot, informal economy, information security, Intergovernmental Panel on Climate Change (IPCC), intermodal, Internet of things, invisible hand, Isaac Newton, James Watt: steam engine, job automation, John Elkington, John Markoff, John Maynard Keynes: Economic Possibilities for our Grandchildren, John Maynard Keynes: technological unemployment, Julian Assange, Kickstarter, knowledge worker, longitudinal study, low interest rates, machine translation, Mahatma Gandhi, manufacturing employment, Mark Zuckerberg, market design, mass immigration, means of production, meta-analysis, Michael Milken, mirror neurons, natural language processing, new economy, New Urbanism, nuclear winter, Occupy movement, off grid, off-the-grid, oil shale / tar sands, pattern recognition, peer-to-peer, peer-to-peer lending, personalized medicine, phenotype, planetary scale, price discrimination, profit motive, QR code, RAND corporation, randomized controlled trial, Ray Kurzweil, rewilding, RFID, Richard Stallman, risk/return, Robert Solow, Rochdale Principles, Ronald Coase, scientific management, search inside the book, self-driving car, shareholder value, sharing economy, Silicon Valley, Skype, smart cities, smart grid, smart meter, social web, software as a service, spectrum auction, Steve Jobs, Stewart Brand, the built environment, the Cathedral and the Bazaar, the long tail, The Nature of the Firm, The Structural Transformation of the Public Sphere, The Wealth of Nations by Adam Smith, The Wisdom of Crowds, Thomas Kuhn: the structure of scientific revolutions, Thomas L Friedman, too big to fail, Tragedy of the Commons, transaction costs, urban planning, vertical integration, warehouse automation, Watson beat the top human players on Jeopardy!, web application, Whole Earth Catalog, Whole Earth Review, WikiLeaks, working poor, Yochai Benkler, zero-sum game, Zipcar

Many, though not all, of the old guard in the commercial arena can’t imagine how economic life would proceed in a world where most goods and services are nearly free, profit is defunct, property is meaningless, and the market is superfluous. What then? Some are just beginning to ask that question. They might find some solace in the fact that several of the great architects of modern economic thinking glimpsed the problem long ago. John Maynard Keynes, Robert Heilbroner, and Wassily Leontief, to name a few, pondered the critical contradiction that drove capitalism forward. They wondered whether, in the distant future, new technologies might so boost productivity and lower prices as to create the coming state of affairs. Oskar Lange, a University of Chicago professor of the early twentieth century, captured a sense of the conundrum underlying a mature capitalism in which the search for new technological innovations to advance productivity and cheapen prices put the system at war with itself.

He saw, however, an inherent contradiction in the organizational logic of mass production that limited its promise. Gandhi reasoned that “if all countries adopted the system of mass production, there would not be a big enough market for their products. Mass production must then come to a stop.”48 Like Karl Marx, John Maynard Keynes, Wassily Leontief, Robert Heilbroner, and other distinguished economists, he argued that the capitalists’ desire for efficiency and productivity would result in an unyielding drive to replace human labor with automation, leaving more and more people unemployed and without sufficient purchasing power to buy the products being produced.

But this aside, the Johns Hopkins study of 42 countries revealed that contrary to the view of many economists, approximately 50 percent of the aggregate revenue of the nonprofit sector operating on the Commons already comes from fees for services, while government support accounts for only 36 percent of the revenues, and private philanthropy for only 14 percent.43 I expect that by midcentury, if not much sooner, a majority of the employed around the world will be in the nonprofit sector on the Collaborative Commons, busily engaged in advancing the social economy, and purchasing at least some of their goods and services in the conventional marketplace. The traditional capitalist economy will be managed by intelligent technology attended by small professional and technical workforces. John Maynard Keynes’s futurist essay, written more than 80 years ago for his grandchildren and alluded to in chapter 1, envisioned a world where machines have freed up human beings from toil in the marketplace to engage in deep cultural play on the Commons in the pursuit of more lofty and transcendent goals. It might prove to be his most accurate economic forecast.


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Inventing the Future: Postcapitalism and a World Without Work by Nick Srnicek, Alex Williams

3D printing, additive manufacturing, air freight, algorithmic trading, anti-work, antiwork, back-to-the-land, banking crisis, basic income, battle of ideas, blockchain, Boris Johnson, Bretton Woods, business cycle, call centre, capital controls, capitalist realism, carbon footprint, carbon tax, Cass Sunstein, centre right, collective bargaining, crowdsourcing, cryptocurrency, David Graeber, decarbonisation, deep learning, deindustrialization, deskilling, Doha Development Round, Elon Musk, Erik Brynjolfsson, Evgeny Morozov, Ferguson, Missouri, financial independence, food miles, Francis Fukuyama: the end of history, full employment, future of work, gender pay gap, general purpose technology, housing crisis, housing justice, income inequality, industrial robot, informal economy, intermodal, Internet Archive, job automation, John Maynard Keynes: Economic Possibilities for our Grandchildren, John Maynard Keynes: technological unemployment, Kickstarter, Kiva Systems, late capitalism, liberation theology, Live Aid, low skilled workers, manufacturing employment, market design, Martin Wolf, mass immigration, mass incarceration, means of production, megaproject, minimum wage unemployment, Modern Monetary Theory, Mont Pelerin Society, Murray Bookchin, neoliberal agenda, New Urbanism, Occupy movement, oil shale / tar sands, oil shock, Overton Window, patent troll, pattern recognition, Paul Samuelson, Philip Mirowski, post scarcity, post-Fordism, post-work, postnationalism / post nation state, precariat, precautionary principle, price stability, profit motive, public intellectual, quantitative easing, reshoring, Richard Florida, rising living standards, road to serfdom, Robert Gordon, Ronald Reagan, Second Machine Age, secular stagnation, self-driving car, Slavoj Žižek, social web, stakhanovite, Steve Jobs, surplus humans, synthetic biology, tacit knowledge, technological determinism, the built environment, The Chicago School, The Future of Employment, the long tail, Tyler Cowen, Tyler Cowen: Great Stagnation, universal basic income, wages for housework, warehouse automation, We are all Keynesians now, We are the 99%, women in the workforce, working poor, working-age population

Rather than settling for marginal improvements in battery life and computer power, the left should mobilise dreams of decarbonising the economy, space travel, robot economies – all the traditional touchstones of science fiction – in order to prepare for a day beyond capitalism. Neoliberalism, as secure as it may seem today, contains no guarantee of future survival. Like every social system we have ever known, it will not last forever. Our task now is to invent what happens next. Notes INTRODUCTION 1.John Maynard Keynes, ‘Economic Possibilities for Our Grandchildren’, in Essays in Persuasion (New York: W. W. Norton & Co., 1963); George Young, The Russian Cosmists: The Esoteric Futurism of Nikolai Fedorov and His Followers (Oxford: Oxford University Press, 2012); Mark Dery, ‘Black to the Future: Interviews with Samuel R.

, Organization, 2013, at sagepub.com. 58.Witold Rybczynski, Waiting for the Weekend (New York: Penguin, 1991), pp. 115–17; Thompson, ‘Time, Work-Discipline, and Industrial Capitalism’, p. 76. 59.Rybczynski, Waiting for the Weekend, p. 133. 60.Hunnicutt, Work Without End, p. 1. 61.Ibid., p. 155. 62.Ibid., pp. 147–9. 63.Paul Lafargue, ‘The Right to Be Lazy’, in Bernard Marszalek, ed., The Right to Be Lazy: Essays by Paul Lafargue (Oakland: AK Press, 2011), p. 34. 64.John Maynard Keynes, ‘Economic Possibilities for Our Grandchildren’, in Essays in Persuasion (New York: W. W. Norton, 1963); Hunnicutt, Work Without End, p. 155. 65.Marx, Capital, Volume III, p. 820. 66.Hunnicutt, Work Without End, Chapter 7. 67.A handful of EU countries – most notably France – have reduced the working week to as little as thirty-five hours, but the overall trend has been to maintain a forty-hour working week.

In a third situation, labour-saving technologies can be of such general use that they diffuse across the entire economy, dampening the overall demand for labour.24 In this circumstance, even if new industries are created, they will require increasingly less labour because these technologies have a wide range of applicability.25 If any of the above conditions hold, then technological change can lead to increased unemployment. As we will see, there are good reasons to believe a number of these conditions do hold. But while technological unemployment is the most prominent reason today for swelling surplus populations, it is not the only one. Another mechanism that actively changes the size of the surplus is one we have already noted: primitive accumulation.26 This is not just an origin story of capitalism, but also an ongoing process that involves the transformation of pre-capitalist subsistence economies into capitalist economies.


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Only Humans Need Apply: Winners and Losers in the Age of Smart Machines by Thomas H. Davenport, Julia Kirby

"World Economic Forum" Davos, AI winter, Amazon Robotics, Andy Kessler, Apollo Guidance Computer, artificial general intelligence, asset allocation, Automated Insights, autonomous vehicles, basic income, Baxter: Rethink Robotics, behavioural economics, business intelligence, business process, call centre, carbon-based life, Clayton Christensen, clockwork universe, commoditize, conceptual framework, content marketing, dark matter, data science, David Brooks, deep learning, deliberate practice, deskilling, digital map, disruptive innovation, Douglas Engelbart, driverless car, Edward Lloyd's coffeehouse, Elon Musk, Erik Brynjolfsson, estate planning, financial engineering, fixed income, flying shuttle, follow your passion, Frank Levy and Richard Murnane: The New Division of Labor, Freestyle chess, game design, general-purpose programming language, global pandemic, Google Glasses, Hans Lippershey, haute cuisine, income inequality, independent contractor, index fund, industrial robot, information retrieval, intermodal, Internet of things, inventory management, Isaac Newton, job automation, John Markoff, John Maynard Keynes: Economic Possibilities for our Grandchildren, John Maynard Keynes: technological unemployment, Joi Ito, Khan Academy, Kiva Systems, knowledge worker, labor-force participation, lifelogging, longitudinal study, loss aversion, machine translation, Mark Zuckerberg, Narrative Science, natural language processing, Nick Bostrom, Norbert Wiener, nuclear winter, off-the-grid, pattern recognition, performance metric, Peter Thiel, precariat, quantitative trading / quantitative finance, Ray Kurzweil, Richard Feynman, risk tolerance, Robert Shiller, robo advisor, robotic process automation, Rodney Brooks, Second Machine Age, self-driving car, Silicon Valley, six sigma, Skype, social intelligence, speech recognition, spinning jenny, statistical model, Stephen Hawking, Steve Jobs, Steve Wozniak, strong AI, superintelligent machines, supply-chain management, tacit knowledge, tech worker, TED Talk, the long tail, transaction costs, Tyler Cowen, Tyler Cowen: Great Stagnation, Watson beat the top human players on Jeopardy!, Works Progress Administration, Zipcar

It’s important to be clear that the Depression was the result of a massive failure of the financial system and not due to the automation of work that was proceeding apace in the nation’s factories. Still, the potential threat to jobs that automation also posed had certainly been noted. John Maynard Keynes, most famously, diagnosed in his 1930 essay “Economic Possibilities for Our Grandchildren” what he called a “new disease” in the world’s largest economies. He called it “technological unemployment” and explained that it was “due to our discovery of means of economizing the use of labor outrunning the pace at which we can find new uses for labor.” And a clever YouTube video, “No Humans Need Apply,” points out that it wouldn’t be that difficult for automation to lead to the same levels of unemployment—about 25 percent in the United States—found in the Depression.

And it can let you keep your job, while making it a better one. Whatever Happened to the Fifteen-Hour Workweek? If you were reading this book half a century ago, you might be very surprised to find us referring to augmentation as something that would help you retain your work, not be rid of it. In 1928, John Maynard Keynes penned an essay he titled “Economic Prospects for Our Grandchildren,” which argued that decades of productivity and technology improvements would leave those progeny with a new kind of problem: figuring out what to do with their vast leisure time. He wrote: “For the first time since his creation man will be faced with his real, his permanent problem—how to use his freedom from pressing economic cares, how to occupy the leisure, which science and compound interest will have won.”9 Keynes expected that by now we’d all be working about fifteen hours per week.

Maddy Myers, “Google Glass: Inspired by Terminator,” Slice of MIT, May 30, 2013, https://slice.mit.edu/2013/05/30/google-glass-inspired-by-terminator/. 7. David Scott, remarks at the opening of the Computer Museum, June 10, 1982, transcript accessed October 29, 2015, http://klabs.org/history/history_docs/ech/agc_scott.pdf. 8. David A. Mindell, Digital Apollo: Human and Machine in Spaceflight (Cambridge, MA: MIT Press, 2008). 9. John Maynard Keynes, Essays in Persuasion (New York: Norton, 1963), 358–73. 10. David H. Autor, “Polanyi’s Paradox and the Shape of Employment Growth,” prepared for the Federal Reserve Bank of Kansas City’s economic policy symposium on “Reevaluating Labor Market Dynamics,” September 3, 2014, http://economics.mit.edu/files/9835. 11.


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The Price of Everything: And the Hidden Logic of Value by Eduardo Porter

Alan Greenspan, Alvin Roth, AOL-Time Warner, Asian financial crisis, Ayatollah Khomeini, banking crisis, barriers to entry, behavioural economics, Berlin Wall, British Empire, capital controls, carbon tax, Carmen Reinhart, Cass Sunstein, clean water, Credit Default Swap, Deng Xiaoping, Easter island, Edward Glaeser, European colonialism, Fall of the Berlin Wall, financial deregulation, financial engineering, flying shuttle, Ford paid five dollars a day, full employment, George Akerlof, Glass-Steagall Act, Gordon Gekko, guest worker program, happiness index / gross national happiness, housing crisis, illegal immigration, immigration reform, income inequality, income per capita, informal economy, Intergovernmental Panel on Climate Change (IPCC), invisible hand, Jean Tirole, John Maynard Keynes: technological unemployment, Joshua Gans and Andrew Leigh, junk bonds, Kenneth Rogoff, labor-force participation, laissez-faire capitalism, longitudinal study, loss aversion, low skilled workers, Martin Wolf, means of production, Menlo Park, Mexican peso crisis / tequila crisis, Michael Milken, Monkeys Reject Unequal Pay, new economy, New Urbanism, peer-to-peer, pension reform, Peter Singer: altruism, pets.com, placebo effect, precautionary principle, price discrimination, price stability, rent-seeking, Richard Thaler, rising living standards, risk tolerance, Robert Shiller, Ronald Reagan, search costs, Silicon Valley, stem cell, Steve Jobs, Stewart Brand, superstar cities, The Spirit Level, The Theory of the Leisure Class by Thorstein Veblen, The Wealth of Nations by Adam Smith, Thomas Malthus, Thorstein Veblen, trade route, transatlantic slave trade, ultimatum game, unpaid internship, urban planning, Veblen good, women in the workforce, World Values Survey, Yom Kippur War, young professional, zero-sum game

They were slicing up the mortgages and gluing them back together into structured products called “Residential Mortgage-Backed Securities”—RMBS in the jargon—that they sold to other financial institutions, who often had no idea of what they contained. By 2007 the mortgage-backed securities market was worth $6.9 trillion, from $3 trillion in 2000. This euphoria had little to do with hard-nosed analysis of the “real” value of homes. Some eighty years ago the great British economist John Maynard Keynes provided a subtle explanation of how investors can take prices badly astray. In his book The General Theory of Employment, Interest and Money, Keynes compared picking stocks to a reverse beauty contest in which investors didn’t have to choose the most beautiful face but the face that was most popular among other investors.

The description of new high-tech mortgages and the boom of mortgage-backed securities is in Jane Dokko, Brian Doyle, Michael Kiley, Jinill Kim, Shane Sherlund, Jae Sim, and Skander Van den Heuvel, “Monetary Policy and the Housing Bubble,” Federal Reserve Board, Finance and Economics Discussion Series, December 22, 2009. Keynes’s description of the reverse beauty contest is in John Maynard Keynes, The General Theory of Employment, Interest and Money (New Delhi: Atlantic Publishers, 2006), p. 140. Charles Prince’s view of dancing is reported in Michiyo Nakamoto and David Wighton, “Citigroup Chief Stays Bullish on Buy-outs,” Financial Times, July 9, 2007. 233-236 Should We Pop Them?

The tally of countries that have escaped banking crises is by Carmen Reinhart and Kenneth Rogoff, “Banking Crises: An Equal Opportunity Menace,” NBER Working Paper, December 2008. 236-239 What Rationality?: Eugene Fama’s quote is in Douglas Clement, “Interview with Eugene Fama,” The Region, Federal Reserve Bank of Minnesota, December 2007. Keynes’s quote is in John Maynard Keynes, The General Theory of Employment, Interest and Money (New York: Harcourt Brace and World, 1965), p. 161. Robert Shiller’s theory is described in George Akerlof and Robert Shiller, Animal Spirits: How Human Psychology Drives the Economy, and Why It Matters for Global Capitalism (Princeton: Princeton University Press, 2010). 240-246 Economics for a New World: Limits to the assumption of human rationality and self-regard are discussed in Herbert Gintis, “Five Principles for the Unification of the Behavioral Sciences,” Working Paper, May 13, 2008.


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The Autonomous Revolution: Reclaiming the Future We’ve Sold to Machines by William Davidow, Michael Malone

2013 Report for America's Infrastructure - American Society of Civil Engineers - 19 March 2013, agricultural Revolution, Airbnb, AlphaGo, American Society of Civil Engineers: Report Card, Automated Insights, autonomous vehicles, basic income, benefit corporation, bitcoin, blockchain, blue-collar work, Bob Noyce, business process, call centre, Cambridge Analytica, cashless society, citizen journalism, Clayton Christensen, collaborative consumption, collaborative economy, collective bargaining, creative destruction, crowdsourcing, cryptocurrency, deep learning, DeepMind, disintermediation, disruptive innovation, distributed ledger, en.wikipedia.org, Erik Brynjolfsson, fake news, Filter Bubble, Ford Model T, Francis Fukuyama: the end of history, general purpose technology, Geoffrey West, Santa Fe Institute, gig economy, Gini coefficient, high-speed rail, holacracy, Hyperloop, income inequality, industrial robot, Internet of things, invention of agriculture, invention of movable type, invention of the printing press, invisible hand, Jane Jacobs, job automation, John Maynard Keynes: Economic Possibilities for our Grandchildren, John Maynard Keynes: technological unemployment, Joseph Schumpeter, license plate recognition, low interest rates, Lyft, Mark Zuckerberg, mass immigration, Network effects, new economy, peer-to-peer lending, QWERTY keyboard, ransomware, Richard Florida, Robert Gordon, robo advisor, Ronald Reagan, Second Machine Age, self-driving car, sharing economy, Shoshana Zuboff, Silicon Valley, Simon Kuznets, Skinner box, Snapchat, speech recognition, streetcar suburb, Stuxnet, surveillance capitalism, synthetic biology, TaskRabbit, The Death and Life of Great American Cities, The Rise and Fall of American Growth, the scientific method, trade route, Turing test, two and twenty, Uber and Lyft, uber lyft, universal basic income, uranium enrichment, urban planning, vertical integration, warehouse automation, zero day, zero-sum game, Zipcar

But rule changes will not be enough in and of themselves. The other correlated parts that have to change to reduce cultural lag are our systems of governance, beliefs, habits, cultural norms, and values. Almost a century ago John Maynard Keynes foresaw many of the economic and cultural challenges we are now facing. Keynes was deeply worried about a new societal dysfunction—technological unemployment (what he called job loss due to automation).6 He knew then, just as we know now, how difficult it would be for people who were threatened by change to adapt to it, and he accurately foresaw the stresses that rapid increases in productivity would exert on our value system.

“Gilgamesh and Civilization,” Chamelionfire1, December 17, 2013, https://chameleonfire1.wordpress.com/2013/12/17/gilgamesh-and-civilization/ (accessed June 28, 2019). 5. “Fintech, the Incredible Growth of P2P (Peer to Peer) in China,” Marketing to China, September 22, 2017, https://www.marketingtochina.com/fintech-incredible-growth-p2p-peer-peer-china/ (accessed June 28, 2019). 6. John Maynard Keynes, “Economic Possibilities for Our Grandchildren,” Marxists.org, 1930, https://www.marxists.org/reference/subject/economics/keynes/1930/our-grandchildren.htm (accessed June 28, 2019). 7. Ibid. 8. “What Does Voluntary Compliance Mean, in Regard to Taxes?,” Optima Tax Relief, July 29, 2014, https://www.optimataxrelief.com/voluntary-compliance-mean-regards-taxes/ (accessed June 28, 2019). 9.

In quite a few years—in our own lifetimes I mean—we may be able to perform all the operations of agriculture, mining, and manufacture with a quarter of the human effort to which we have been accustomed. For the moment the very rapidity of these changes is hurting us and bringing difficult problems to solve…. We are being afflicted with a new disease … namely, technological unemployment…. … I would predict that the standard of life in progressive countries one hundred years hence will be between four and eight times as high as it is to-day…. … This means that the economic problem is not—if we look into the future—the permanent problem of the human race…. The strenuous purposeful money-makers may carry all of us along with them into the lap of economic abundance.


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Machines of Loving Grace: The Quest for Common Ground Between Humans and Robots by John Markoff

A Declaration of the Independence of Cyberspace, AI winter, airport security, Andy Rubin, Apollo 11, Apple II, artificial general intelligence, Asilomar, augmented reality, autonomous vehicles, backpropagation, basic income, Baxter: Rethink Robotics, Bill Atkinson, Bill Duvall, bioinformatics, Boston Dynamics, Brewster Kahle, Burning Man, call centre, cellular automata, Charles Babbage, Chris Urmson, Claude Shannon: information theory, Clayton Christensen, clean water, cloud computing, cognitive load, collective bargaining, computer age, Computer Lib, computer vision, crowdsourcing, Danny Hillis, DARPA: Urban Challenge, data acquisition, Dean Kamen, deep learning, DeepMind, deskilling, Do you want to sell sugared water for the rest of your life?, don't be evil, Douglas Engelbart, Douglas Engelbart, Douglas Hofstadter, Dr. Strangelove, driverless car, dual-use technology, Dynabook, Edward Snowden, Elon Musk, Erik Brynjolfsson, Evgeny Morozov, factory automation, Fairchild Semiconductor, Fillmore Auditorium, San Francisco, From Mathematics to the Technologies of Life and Death, future of work, Galaxy Zoo, General Magic , Geoffrey Hinton, Google Glasses, Google X / Alphabet X, Grace Hopper, Gunnar Myrdal, Gödel, Escher, Bach, Hacker Ethic, Hans Moravec, haute couture, Herbert Marcuse, hive mind, hype cycle, hypertext link, indoor plumbing, industrial robot, information retrieval, Internet Archive, Internet of things, invention of the wheel, Ivan Sutherland, Jacques de Vaucanson, Jaron Lanier, Jeff Bezos, Jeff Hawkins, job automation, John Conway, John Markoff, John Maynard Keynes: Economic Possibilities for our Grandchildren, John Maynard Keynes: technological unemployment, John Perry Barlow, John von Neumann, Kaizen: continuous improvement, Kevin Kelly, Kiva Systems, knowledge worker, Kodak vs Instagram, labor-force participation, loose coupling, Marc Andreessen, Mark Zuckerberg, Marshall McLuhan, medical residency, Menlo Park, military-industrial complex, Mitch Kapor, Mother of all demos, natural language processing, Neil Armstrong, new economy, Norbert Wiener, PageRank, PalmPilot, pattern recognition, Philippa Foot, pre–internet, RAND corporation, Ray Kurzweil, reality distortion field, Recombinant DNA, Richard Stallman, Robert Gordon, Robert Solow, Rodney Brooks, Sand Hill Road, Second Machine Age, self-driving car, semantic web, Seymour Hersh, shareholder value, side project, Silicon Valley, Silicon Valley startup, Singularitarianism, skunkworks, Skype, social software, speech recognition, stealth mode startup, Stephen Hawking, Steve Ballmer, Steve Jobs, Steve Wozniak, Steven Levy, Stewart Brand, Strategic Defense Initiative, strong AI, superintelligent machines, tech worker, technological singularity, Ted Nelson, TED Talk, telemarketer, telepresence, telepresence robot, Tenerife airport disaster, The Coming Technological Singularity, the medium is the message, Thorstein Veblen, Tony Fadell, trolley problem, Turing test, Vannevar Bush, Vernor Vinge, warehouse automation, warehouse robotics, Watson beat the top human players on Jeopardy!, We are as Gods, Whole Earth Catalog, William Shockley: the traitorous eight, zero-sum game

Despite Wiener’s early efforts to play a technological Paul Revere, after the automation debates of the 1950s and 1960s tailed off, fears of unemployment caused by technology would vanish from the public consciousness until sometime around 2011. Mainstream economists generally agreed on what they described as the “Luddite fallacy.” As early as 1930, John Maynard Keynes had articulated the general view on the broad impact of new technology: “We are being afflicted with a new disease of which some readers may not yet have heard the name, but of which they will hear a great deal in the years to come—namely, technological unemployment. This means unemployment due to our discovery of means of economizing the use of labor outrunning the pace at which we can find new uses for labor. But this is only a temporary phase of maladjustment.”21 Keynes was early to point out that technology was a powerful generator of new categories of employment.

News & World Report, February 24, 1964, http://21stcenturywiener.org/wp-content/uploads/2013/11/Machines-Smarter-Than-Man-Interview-with-Norbert-Wiener.pdf. 20.Defense Science Board, “The Role of Autonomy in DoD Systems,” U.S. Department of Defense, July 2012, http://www.acq.osd.mil/dsb/reports/AutonomyReport.pdf. 21.John Maynard Keynes, “Economic Possibilities for Our Grandchildren,” in Essays in Persuasion (New York: W.W. Norton & Co, 1963), 358–373. 22.Jeremy Rifkin, The End of Work: The Decline of the Global Labor Force and the Dawn of the Post-Market Era (New York: Putnam, 1995), xvii. 23.John Markoff, “Armies of Expensive Lawyers, Replaced by Cheaper Software,” New York Times, March 4, 2011, http://www.nytimes.com/2011/03/05/science/05legal.html?

A 2014 working paper released by the National Bureau of Economic Research confirmed the trend, and yet Henry Siu, an associate professor at the University of British Columbia and one of the authors of the report, clung to the conventional Keynesian view on technological unemployment. He explained: “Over the very long run, technological progress is good for everybody, but over shorter time horizons, it’s not that everybody’s a winner.”1 It is probably worth noting that Keynes also pointed out that in the long run, we are all dead. Indeed, Keynes’s actuarial logic is impeccable, but his economic logic is now under assault. There is an emerging perspective among technologists and some economists that Keynesian assumptions about technological unemployment—that individual jobs are lost but the overall amount of work stays constant—no longer hold true.


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Human Compatible: Artificial Intelligence and the Problem of Control by Stuart Russell

3D printing, Ada Lovelace, AI winter, Alan Turing: On Computable Numbers, with an Application to the Entscheidungsproblem, Alfred Russel Wallace, algorithmic bias, AlphaGo, Andrew Wiles, artificial general intelligence, Asilomar, Asilomar Conference on Recombinant DNA, augmented reality, autonomous vehicles, basic income, behavioural economics, Bletchley Park, blockchain, Boston Dynamics, brain emulation, Cass Sunstein, Charles Babbage, Claude Shannon: information theory, complexity theory, computer vision, Computing Machinery and Intelligence, connected car, CRISPR, crowdsourcing, Daniel Kahneman / Amos Tversky, data science, deep learning, deepfake, DeepMind, delayed gratification, Demis Hassabis, Elon Musk, en.wikipedia.org, Erik Brynjolfsson, Ernest Rutherford, fake news, Flash crash, full employment, future of work, Garrett Hardin, Geoffrey Hinton, Gerolamo Cardano, Goodhart's law, Hans Moravec, ImageNet competition, Intergovernmental Panel on Climate Change (IPCC), Internet of things, invention of the wheel, job automation, John Maynard Keynes: Economic Possibilities for our Grandchildren, John Maynard Keynes: technological unemployment, John Nash: game theory, John von Neumann, Kenneth Arrow, Kevin Kelly, Law of Accelerating Returns, luminiferous ether, machine readable, machine translation, Mark Zuckerberg, multi-armed bandit, Nash equilibrium, Nick Bostrom, Norbert Wiener, NP-complete, OpenAI, openstreetmap, P = NP, paperclip maximiser, Pareto efficiency, Paul Samuelson, Pierre-Simon Laplace, positional goods, probability theory / Blaise Pascal / Pierre de Fermat, profit maximization, RAND corporation, random walk, Ray Kurzweil, Recombinant DNA, recommendation engine, RFID, Richard Thaler, ride hailing / ride sharing, Robert Shiller, robotic process automation, Rodney Brooks, Second Machine Age, self-driving car, Shoshana Zuboff, Silicon Valley, smart cities, smart contracts, social intelligence, speech recognition, Stephen Hawking, Steven Pinker, superintelligent machines, surveillance capitalism, Thales of Miletus, The Future of Employment, The Theory of the Leisure Class by Thorstein Veblen, Thomas Bayes, Thorstein Veblen, Tragedy of the Commons, transport as a service, trolley problem, Turing machine, Turing test, universal basic income, uranium enrichment, vertical integration, Von Neumann architecture, Wall-E, warehouse robotics, Watson beat the top human players on Jeopardy!, web application, zero-sum game

Research centers are springing up all over the world to understand what is likely to happen.16 The titles of Martin Ford’s Rise of the Robots: Technology and the Threat of a Jobless Future17 and Calum Chace’s The Economic Singularity: Artificial Intelligence and the Death of Capitalism18 do a pretty good job of summarizing the concern. Although, as will soon become evident, I am by no means qualified to opine on what is essentially a matter for economists,19 I suspect that the issue is too important to leave entirely to them. The issue of technological unemployment was brought to the fore in a famous article, “Economic Possibilities for Our Grandchildren,” by John Maynard Keynes. He wrote the article in 1930, when the Great Depression had created mass unemployment in Britain, but the topic has a much longer history. Aristotle, in Book I of his Politics, presents the main point quite clearly: For if every instrument could accomplish its own work, obeying or anticipating the will of others . . . if, in like manner, the shuttle would weave and the plectrum touch the lyre without a hand to guide them, chief workmen would not want servants, nor masters slaves.

If the GDP growth phases in over ten years or twenty years, it’s worth $9,400 trillion or $6,800 trillion, respectively—still nothing to sneeze at. On an interesting historical note, I. J. Good, who popularized the notion of an intelligence explosion (this page), estimated the value of human-level AI to be at least “one megaKeynes,” referring to the fabled economist John Maynard Keynes. The value of Keynes’s contributions was estimated in 1963 as £100 billion, so a megaKeynes comes out to around $2,200,000 trillion in 2016 dollars. Good pinned the value of AI primarily on its potential to ensure that the human race survives indefinitely. Later, he came to wonder whether he should have added a minus sign. 57.

Other leading economists have also sounded the alarm, including Nobel laureates Robert Shiller, Mike Spence, and Paul Krugman; Klaus Schwab, head of the World Economic Forum; and Larry Summers, former chief economist of the World Bank and Treasury secretary under President Bill Clinton. Those arguing against the notion of technological unemployment often point to bank tellers, whose work can be done in part by ATMs, and retail cashiers, whose work is sped up by barcodes and RFID tags on merchandise. It is often claimed that these occupations are growing because of technology. Indeed, the number of tellers in the United States roughly doubled from 1970 to 2010, although it should be noted that the US population grew by 50 percent and the financial sector by over 400 percent in the same period,22 so it is difficult to attribute all, or perhaps any, of the employment growth to ATMs.


pages: 144 words: 43,356

Surviving AI: The Promise and Peril of Artificial Intelligence by Calum Chace

3D printing, Ada Lovelace, AI winter, Airbnb, Alvin Toffler, artificial general intelligence, augmented reality, barriers to entry, basic income, bitcoin, Bletchley Park, blockchain, brain emulation, Buckminster Fuller, Charles Babbage, cloud computing, computer age, computer vision, correlation does not imply causation, credit crunch, cryptocurrency, cuban missile crisis, deep learning, DeepMind, dematerialisation, Demis Hassabis, discovery of the americas, disintermediation, don't be evil, driverless car, Elon Musk, en.wikipedia.org, epigenetics, Erik Brynjolfsson, everywhere but in the productivity statistics, Flash crash, friendly AI, Geoffrey Hinton, Google Glasses, hedonic treadmill, hype cycle, industrial robot, Internet of things, invention of agriculture, job automation, John Maynard Keynes: Economic Possibilities for our Grandchildren, John Maynard Keynes: technological unemployment, John von Neumann, Kevin Kelly, life extension, low skilled workers, machine translation, Mahatma Gandhi, means of production, mutually assured destruction, Neil Armstrong, Nicholas Carr, Nick Bostrom, paperclip maximiser, pattern recognition, peer-to-peer, peer-to-peer model, Peter Thiel, radical life extension, Ray Kurzweil, Robert Solow, Rodney Brooks, Second Machine Age, self-driving car, Silicon Valley, Silicon Valley ideology, Skype, South Sea Bubble, speech recognition, Stanislav Petrov, Stephen Hawking, Steve Jobs, strong AI, technological singularity, TED Talk, The future is already here, The Future of Employment, theory of mind, Turing machine, Turing test, universal basic income, Vernor Vinge, wage slave, Wall-E, zero-sum game

As we saw in chapter 1, the word “computer” originally meant a person who does calculations, but the days when offices were filled with battalions of young (usually male) human computers are long gone. The humble PC has also removed the need for legions of (usually female) secretaries. The fear that automation would lead to mass unemployment is not new. In 1930, the British economist John Maynard Keynes wrote “We are being afflicted with a new disease of which some readers may not yet have heard the name, but of which they will hear a great deal in the years to come – namely technological unemployment. This means unemployment due to our discovery of means of economising the use of labour outrunning the pace at which we can find new uses for labour.” (19) Decades later, in the late 1970s, a powerful BBC Horizon documentary called Now the Chips are Down alerted a new generation to the idea (and showcased some truly appalling ties.) (20) Up to now the replacement of humans by machines has been a gradual process.

Throughout, Surviving AI remains clear and jargon-free, enabling newcomers to the subject to understand why many of today’s most prominent thinkers have felt compelled to speak out publicly about it. David Wood, chair, London Futurists Artificial intelligence is the most important technology of our era. Technological unemployment could force us to adopt an entirely new economic structure, and the creation of superintelligence would be the biggest event in human history. Surviving AI is a first-class introduction to all of this. Brad Feld, co-founder Techstars The promises and perils of machine superintelligence are much debated nowadays.

It wasn’t and couldn’t have been predicted in advance, but in hindsight what could be more logical than our most powerful technology, AI, becoming available to most of us in the form of a communication device? Thirty years ago we didn’t know how the mobile phone market would develop. Today we don’t know how the digital disruption which is transforming so many industries will evolve over the next thirty years. We don’t know whether technological unemployment will be the result of the automation of jobs by AI, or whether humans will find new jobs in the way we have done since the start of the industrial revolution. What is the equivalent of the smartphone phenomenon for digital disruption and automation? Chances are it will be something different from what most people expect today, but it will look entirely natural and predictable in hindsight.


pages: 1,205 words: 308,891

Bourgeois Dignity: Why Economics Can't Explain the Modern World by Deirdre N. McCloskey

"Friedman doctrine" OR "shareholder theory", Airbnb, Akira Okazaki, antiwork, behavioural economics, big-box store, Black Swan, book scanning, British Empire, business cycle, buy low sell high, Capital in the Twenty-First Century by Thomas Piketty, classic study, clean water, Columbian Exchange, conceptual framework, correlation does not imply causation, Costa Concordia, creative destruction, critique of consumerism, crony capitalism, dark matter, Dava Sobel, David Graeber, David Ricardo: comparative advantage, deindustrialization, demographic transition, Deng Xiaoping, do well by doing good, Donald Trump, double entry bookkeeping, electricity market, en.wikipedia.org, epigenetics, Erik Brynjolfsson, experimental economics, Ferguson, Missouri, food desert, Ford Model T, fundamental attribution error, Garrett Hardin, Georg Cantor, George Akerlof, George Gilder, germ theory of disease, Gini coefficient, God and Mammon, Great Leap Forward, greed is good, Gunnar Myrdal, Hans Rosling, Henry Ford's grandson gave labor union leader Walter Reuther a tour of the company’s new, automated factory…, Hernando de Soto, immigration reform, income inequality, interchangeable parts, invention of agriculture, invention of writing, invisible hand, Isaac Newton, Islamic Golden Age, James Watt: steam engine, Jane Jacobs, John Harrison: Longitude, John Maynard Keynes: technological unemployment, Joseph Schumpeter, Kenneth Arrow, knowledge economy, labor-force participation, lake wobegon effect, land reform, liberation theology, lone genius, Lyft, Mahatma Gandhi, Mark Zuckerberg, market fundamentalism, means of production, middle-income trap, military-industrial complex, Naomi Klein, new economy, Nick Bostrom, North Sea oil, Occupy movement, open economy, out of africa, Pareto efficiency, Paul Samuelson, Pax Mongolica, Peace of Westphalia, peak oil, Peter Singer: altruism, Philip Mirowski, Pier Paolo Pasolini, pink-collar, plutocrats, positional goods, profit maximization, profit motive, public intellectual, purchasing power parity, race to the bottom, refrigerator car, rent control, rent-seeking, Republic of Letters, road to serfdom, Robert Gordon, Robert Shiller, Ronald Coase, Scientific racism, Scramble for Africa, Second Machine Age, secular stagnation, seminal paper, Simon Kuznets, Social Responsibility of Business Is to Increase Its Profits, spinning jenny, stakhanovite, Steve Jobs, tacit knowledge, TED Talk, the Cathedral and the Bazaar, The Chicago School, The Market for Lemons, the rule of 72, The Spirit Level, The Wealth of Nations by Adam Smith, Thomas Malthus, Thorstein Veblen, total factor productivity, Toyota Production System, Tragedy of the Commons, transaction costs, transatlantic slave trade, Tyler Cowen, Tyler Cowen: Great Stagnation, uber lyft, union organizing, very high income, wage slave, Washington Consensus, working poor, Yogi Berra

Samuelsonian thought describes modern economists of the so-called mainstream—modeling exclusively with “constrained maximization,” in which the only virtue acknowledged is prudence.9 Not every worthy economist is Samuelsonian. An embattled countersquad of economic thinkers, with quite varied politics, has in the twentieth century included Joseph Schumpeter, Ludwig von Mises, Friedrich Hayek, Thorstein Veblen, John R. Commons, John Maynard Keynes, John H. Clapham, Frank Knight, Eli Heckscher, Gunnar Myrdal, Antonio Gramsci, Luigi Einaudi, Joan Robinson, Kenneth Boulding, Ronald Coase, Paul Sweezy, Alexander Gerschenkron, John Kenneth Galbraith, George Shackle, Robert Heilbroner, Theodore Schultz, Albert Hirschman, Bert Hoselitz, Bruno Leoni, Noel Butlin, James Buchanan, Thomas Schelling, Robert Fogel, Amartya Sen, Elinor Ostrom, Israel Kirzner, and Vernon Smith.

In any case, surely, we do not want lofty disdain for the bourgeoisie and their betterments, or ignorant hatred of their liberal defenders, to be preordained by the rhetoric since Marx of the very word “capitalism,” or by the various agreed fables about it and about its defenders. 12 “Accumulate, Accumulate” Is Not What Happened in History The new economy of betterment that started to take hold in seventeenth-century Holland and eighteenth-century England and early nineteenth-century Belgium, northern France, and the United States was not mere accumulation, which as I’ve noted is as ancient as the fashioning of the Acheulean hand axes in bulk by Homo erectus and earlier by Homo habilis (that is, “tool-making human”) from a little after 2 million years BCE. Our ancestors accumulated arrow points and animal-skin clothing, or they starved or froze to death. But their accumulation did not make for a Great Enrichment. Accumulated capital becomes unusually, nonroutinely profitable only if it embodies betterment, innovism. As John Maynard Keynes pointed out, the return on capital could be driven down by investment to zero in a generation if there were no betterment.1 Because he thought that by the 1930s betterments had been exhausted—as some during the 2010s have come to believe again—he thought that savings (which depend on income, he claimed, not on profit) would henceforth exceed profitable investments (which depend on the allegedly exhausted betterments), leading to perpetual unemployment unless the government substituted social investment for private.

Ideas, not institutions, made the modern world. 44 The Rhetorical Change Was Necessary, and Maybe Sufficient We humans live, that is, by words as much as by bread. Such a claim is “weak” in the mathematician’s sense of being very general, like Chebyshev’s inequality, and not the sharpest result one can imagine, yet hard to dispute. The claim that ideas are powerful asserts merely what few would deny, when reminded by common sense. The economist John Maynard Keynes remarked famously at the height of a material catastrophe in 1936 that “madmen in authority, who hear voices in the air, are distilling their frenzy from some academic scribbler of a few years back.”1 His scientific opponent the economist Ludwig von Mises made the same point after the Second World War’s material catastrophe: “The history of mankind is the history of ideas. . . .


pages: 561 words: 157,589

WTF?: What's the Future and Why It's Up to Us by Tim O'Reilly

"Friedman doctrine" OR "shareholder theory", 4chan, Affordable Care Act / Obamacare, Airbnb, AlphaGo, Alvin Roth, Amazon Mechanical Turk, Amazon Robotics, Amazon Web Services, AOL-Time Warner, artificial general intelligence, augmented reality, autonomous vehicles, barriers to entry, basic income, behavioural economics, benefit corporation, Bernie Madoff, Bernie Sanders, Bill Joy: nanobots, bitcoin, Blitzscaling, blockchain, book value, Bretton Woods, Brewster Kahle, British Empire, business process, call centre, Capital in the Twenty-First Century by Thomas Piketty, Captain Sullenberger Hudson, carbon tax, Carl Icahn, Chuck Templeton: OpenTable:, Clayton Christensen, clean water, cloud computing, cognitive dissonance, collateralized debt obligation, commoditize, computer vision, congestion pricing, corporate governance, corporate raider, creative destruction, CRISPR, crowdsourcing, Danny Hillis, data acquisition, data science, deep learning, DeepMind, Demis Hassabis, Dennis Ritchie, deskilling, DevOps, Didi Chuxing, digital capitalism, disinformation, do well by doing good, Donald Davies, Donald Trump, Elon Musk, en.wikipedia.org, Erik Brynjolfsson, fake news, Filter Bubble, Firefox, Flash crash, Free Software Foundation, fulfillment center, full employment, future of work, George Akerlof, gig economy, glass ceiling, Glass-Steagall Act, Goodhart's law, Google Glasses, Gordon Gekko, gravity well, greed is good, Greyball, Guido van Rossum, High speed trading, hiring and firing, Home mortgage interest deduction, Hyperloop, income inequality, independent contractor, index fund, informal economy, information asymmetry, Internet Archive, Internet of things, invention of movable type, invisible hand, iterative process, Jaron Lanier, Jeff Bezos, jitney, job automation, job satisfaction, John Bogle, John Maynard Keynes: Economic Possibilities for our Grandchildren, John Maynard Keynes: technological unemployment, John Zimmer (Lyft cofounder), Kaizen: continuous improvement, Ken Thompson, Kevin Kelly, Khan Academy, Kickstarter, Kim Stanley Robinson, knowledge worker, Kodak vs Instagram, Lao Tzu, Larry Ellison, Larry Wall, Lean Startup, Leonard Kleinrock, Lyft, machine readable, machine translation, Marc Andreessen, Mark Zuckerberg, market fundamentalism, Marshall McLuhan, McMansion, microbiome, microservices, minimum viable product, mortgage tax deduction, move fast and break things, Network effects, new economy, Nicholas Carr, Nick Bostrom, obamacare, Oculus Rift, OpenAI, OSI model, Overton Window, packet switching, PageRank, pattern recognition, Paul Buchheit, peer-to-peer, peer-to-peer model, Ponzi scheme, post-truth, race to the bottom, Ralph Nader, randomized controlled trial, RFC: Request For Comment, Richard Feynman, Richard Stallman, ride hailing / ride sharing, Robert Gordon, Robert Metcalfe, Ronald Coase, Rutger Bregman, Salesforce, Sam Altman, school choice, Second Machine Age, secular stagnation, self-driving car, SETI@home, shareholder value, Silicon Valley, Silicon Valley startup, skunkworks, Skype, smart contracts, Snapchat, Social Responsibility of Business Is to Increase Its Profits, social web, software as a service, software patent, spectrum auction, speech recognition, Stephen Hawking, Steve Ballmer, Steve Jobs, Steven Levy, Stewart Brand, stock buybacks, strong AI, synthetic biology, TaskRabbit, telepresence, the built environment, the Cathedral and the Bazaar, The future is already here, The Future of Employment, the map is not the territory, The Nature of the Firm, The Rise and Fall of American Growth, The Wealth of Nations by Adam Smith, Thomas Davenport, Tony Fadell, Tragedy of the Commons, transaction costs, transcontinental railway, transportation-network company, Travis Kalanick, trickle-down economics, two-pizza team, Uber and Lyft, Uber for X, uber lyft, ubercab, universal basic income, US Airways Flight 1549, VA Linux, warehouse automation, warehouse robotics, Watson beat the top human players on Jeopardy!, We are the 99%, web application, Whole Earth Catalog, winner-take-all economy, women in the workforce, Y Combinator, yellow journalism, zero-sum game, Zipcar

As we’ll see in the next chapter, this great money river is accessible only to a small part of our population, and relentlessly directs capital away from the real economy. Why do productive and nonproductive investments get the same capital gains treatment? Holding a stock for a year is not the same as working for decades to create the company that it represents a share of, or investing in a new company with no certainty of return. John Maynard Keynes recognized this problem eighty years ago during the depths of the Great Depression that followed the speculative excesses of the 1920s, writing in his General Theory of Employment, Interest, and Money: “Speculators may do no harm as bubbles on a steady stream of enterprise. But the position is serious when enterprise becomes the bubble on a whirlpool of speculation.

As we will see in the next chapter, the question of whether the next wave of automation will leave enough jobs for humans is deeply rooted in outdated maps of what counts as paid work, and what we take for granted and expect to be provided for free. 14 WE DON’T HAVE TO RUN OUT OF JOBS AT THE OUTSET OF THE GREAT DEPRESSION, JOHN MAYNARD Keynes penned a remarkable economic prognostication: that despite the ominous storm that was then enfolding the world, mankind was in fact on the brink of solving “the economic problem”—that is, the quest for daily subsistence. The world of his grandchildren—the world of those of us living today—would, “for the first time . . . be faced with [mankind’s] real, his permanent problem—how to use his freedom from pressing economic cares, how to occupy the leisure, which science and compound interest will have won for him, to live wisely and agreeably and well.”

v=F7vJDtwidWU. 269 including knowledge work: Martin Ford, The Rise of the Robots (New York: Basic Books, 2015). 271 lack of aggregate consumer demand: Bill Gross, “America’s Debt Is Not Its Biggest Problem,” Washington Post, August 10, 2011, https://www.washingtonpost.com/opinions/americas-debt-is-not-its-biggest-problem/2011/08/10/gIQAgYvE7I _story.html. 271 “on the demand, rather than the supply, side”: Robert Summers, “The Age of Secular Stagnation: What It Is and What to Do About It,” Foreign Affairs, February 15, 2016, retrieved from http://larrysummers.com/2016/02/17/the-age-of-secular-stagnation/. 271 “Only around 15%”: Rana Foroohar, “The Economy’s Hidden Illness—One Even Trump Failed to Address,” LinkedIn Pulse, November 12, 2016, https://www.linkedin.com/pulse/economys-hidden-illness-one-even-trump-failed-address-rana-foroohar. 272 “the job is likely to be ill-done”: John Maynard Keynes, The General Theory of Employment, Interest, and Money (New York: Harcourt Brace, 1964), 159. 272 “long-term prospects and to those only”: Ibid., 160. 272 each additional year that an asset is held: Fink, “I write on behalf of our clients . . .” 272 such as that proposed by Thomas Piketty: Michelle Fox, “Why We Need a Global Wealth Tax: Piketty,” CNBC, March 10, 2015, http://www.cnbc.com/2015/03/10/why-we-need-a-global-wealth-tax-piketty.html. 273 “it’s good for business”: Stiglitz, “Of the 1%, by the 1%, for the 1%.”


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The Fourth Age: Smart Robots, Conscious Computers, and the Future of Humanity by Byron Reese

"World Economic Forum" Davos, agricultural Revolution, AI winter, Apollo 11, artificial general intelligence, basic income, bread and circuses, Buckminster Fuller, business cycle, business process, Charles Babbage, Claude Shannon: information theory, clean water, cognitive bias, computer age, CRISPR, crowdsourcing, dark matter, DeepMind, Edward Jenner, Elon Musk, Eratosthenes, estate planning, financial independence, first square of the chessboard, first square of the chessboard / second half of the chessboard, flying shuttle, full employment, Hans Moravec, Hans Rosling, income inequality, invention of agriculture, invention of movable type, invention of the printing press, invention of writing, Isaac Newton, Islamic Golden Age, James Hargreaves, job automation, Johannes Kepler, John Maynard Keynes: Economic Possibilities for our Grandchildren, John Maynard Keynes: technological unemployment, John von Neumann, Kevin Kelly, lateral thinking, life extension, Louis Pasteur, low interest rates, low skilled workers, manufacturing employment, Marc Andreessen, Mark Zuckerberg, Marshall McLuhan, Mary Lou Jepsen, Moravec's paradox, Nick Bostrom, On the Revolutions of the Heavenly Spheres, OpenAI, pattern recognition, profit motive, quantum entanglement, radical life extension, Ray Kurzweil, recommendation engine, Rodney Brooks, Sam Altman, self-driving car, seminal paper, Silicon Valley, Skype, spinning jenny, Stephen Hawking, Steve Wozniak, Steven Pinker, strong AI, technological singularity, TED Talk, telepresence, telepresence robot, The Future of Employment, the scientific method, Timothy McVeigh, Turing machine, Turing test, universal basic income, Von Neumann architecture, Wall-E, warehouse robotics, Watson beat the top human players on Jeopardy!, women in the workforce, working poor, Works Progress Administration, Y Combinator

To get there, the “this time is different” assumption will need to be ironclad. We will get to that in a moment. ASSUMPTION 2: Too many jobs will be destroyed too quickly. The “jobs will be destroyed too quickly” argument is an old one as well. In 1930, the economist John Maynard Keynes voiced it by saying, “We are being afflicted with a new disease . . . technological unemployment. This means unemployment due to our discovery of means of economising the use of labour outrunning the pace at which we can find new uses for labour.” In 1978, New Scientist repeated the concern: The relationship between technology and employment opportunities most commonly considered and discussed is, of course the tendency for technology to be labour-saving and thus eliminate employment opportunities—if not actual jobs.

With the Internet, research tasks that used to take days now just take minutes, or even seconds. In a thousand different ways, we have made our workplaces vastly more efficient. So the question is, Why do we still work forty hours a week. Why not fifteen?” I offer up fifteen hours in particular because of a famous prediction made by the economist John Maynard Keynes in a 1930 essay called “Economic Possibilities for Our Grandchildren.” In the essay, Keynes points out that for thousands of years, up until 1700, there was no real change in humans’ standard of living. He attributed this to the lack of technical advance and the failure of capital to accumulate.


pages: 477 words: 75,408

The Economic Singularity: Artificial Intelligence and the Death of Capitalism by Calum Chace

"World Economic Forum" Davos, 3D printing, additive manufacturing, agricultural Revolution, AI winter, Airbnb, AlphaGo, Alvin Toffler, Amazon Robotics, Andy Rubin, artificial general intelligence, augmented reality, autonomous vehicles, banking crisis, basic income, Baxter: Rethink Robotics, Berlin Wall, Bernie Sanders, bitcoin, blockchain, Boston Dynamics, bread and circuses, call centre, Chris Urmson, congestion charging, credit crunch, David Ricardo: comparative advantage, deep learning, DeepMind, Demis Hassabis, digital divide, Douglas Engelbart, Dr. Strangelove, driverless car, Elon Musk, en.wikipedia.org, Erik Brynjolfsson, Fairchild Semiconductor, Flynn Effect, full employment, future of work, Future Shock, gender pay gap, Geoffrey Hinton, gig economy, Google Glasses, Google X / Alphabet X, Hans Moravec, Herman Kahn, hype cycle, ImageNet competition, income inequality, industrial robot, Internet of things, invention of the telephone, invisible hand, James Watt: steam engine, Jaron Lanier, Jeff Bezos, job automation, John Markoff, John Maynard Keynes: technological unemployment, John von Neumann, Kevin Kelly, Kiva Systems, knowledge worker, lifelogging, lump of labour, Lyft, machine translation, Marc Andreessen, Mark Zuckerberg, Martin Wolf, McJob, means of production, Milgram experiment, Narrative Science, natural language processing, Neil Armstrong, new economy, Nick Bostrom, Occupy movement, Oculus Rift, OpenAI, PageRank, pattern recognition, post scarcity, post-industrial society, post-work, precariat, prediction markets, QWERTY keyboard, railway mania, RAND corporation, Ray Kurzweil, RFID, Rodney Brooks, Sam Altman, Satoshi Nakamoto, Second Machine Age, self-driving car, sharing economy, Silicon Valley, Skype, SoftBank, software is eating the world, speech recognition, Stephen Hawking, Steve Jobs, TaskRabbit, technological singularity, TED Talk, The future is already here, The Future of Employment, Thomas Malthus, transaction costs, Two Sigma, Tyler Cowen, Tyler Cowen: Great Stagnation, Uber for X, uber lyft, universal basic income, Vernor Vinge, warehouse automation, warehouse robotics, working-age population, Y Combinator, young professional

Of course we do see gluts in sectors of the economy, but an adherent of Say's Law would argue these are the unintended consequences of interventions in free markets, usually by governments. This law became a major tenet of classical economics, but it was rejected emphatically by British economist John Maynard Keynes, and is not widely accepted today. But many economists would accept a broader interpretation of the law which states that reducing the cost of a significant product or service will free up money which was previously allocated to it. This money can then be spent to buy more of the item, or other items, thereby raising demand generally, and creating jobs.

AI researchers and others hastened to warn us (rightly) not to throw the baby of AI out with the bathwater of unfriendly superintelligence, and the debate is now more nuanced. Technological unemployment and the economic singularity So for me at least, the term “singularity” no longer seems so awkward. And it seems reasonable to apply it to another event which is likely to take place well before the technological singularity. I call this event “the economic singularity”. There is a lot of talk in the media at the moment about technological unemployment – the process of people becoming unemployed because machines can do any job that they could do, and do it cheaper, faster and better.

Nevertheless we must try to peer into the hazy future if we are to prepare ourselves for it. In this book I will argue that technological unemployment is not happening yet (or at least, not much), that it will happen in the next few decades, and that it can be a very good thing indeed – if we prepare for it, and manage the transition successfully. Naturally, there are challenges. As we will see, a lot of people believe that Universal Basic Income (UBI) is a silver bullet that will solve the problem of technological unemployment. UBI is a guaranteed income paid to all citizens simply because they are citizens. It may take some time for the idea of UBI to be accepted, especially in the USA, where resistance to anything that smacks of socialism is often fierce – almost visceral.


Ellul, Jacques-The Technological Society-Vintage Books (1964) by Unknown

Bretton Woods, conceptual framework, do-ocracy, double entry bookkeeping, flying shuttle, Frederick Winslow Taylor, full employment, James Hargreaves, James Watt: steam engine, John Maynard Keynes: technological unemployment, Lewis Mumford, liberal capitalism, Mars Society, means of production, Norbert Wiener, price mechanism, profit motive, rising living standards, road to serfdom, spinning jenny, technological determinism, Thorstein Veblen, urban planning, Vilfredo Pareto

This disturbance seems to be attributable to the loss of structural elasticity. A structure suita­ ble to simplified mechanisms, lighter, so to speak ( the old world had not accumulated as many innovations as the new), is no longer adapted to the exigencies of growth of a world no longer young. In an altogether different field, John Maynard Keynes has also shown in his work, General Theory, that technical progress is an The Technological Society ( 151 indispensable factor in the economy. The economic world cannot remain stationary. It is unceasingly called on to evolve. In particu­ lar, the importance of technical progress is central to the theory of investment.

Certain semipublic corporations finance the operations, but it is clear that the state demands its quid pro quo. If the state is to pay for statistical research, it must get something in return; assistance in directing national affairs. The state requires the economist, on the basis of statistics, to seek out methods of intervention either directly or by subtle means such as those advocated by John Maynard Keynes. When the great private corporations or the state ask the economist for a method to influence reality, they are addressing the economist’s own invincible longing, which in the beginning engendered the improvement of these scientific means. Suppose that we have ac­ cumulated enormous quantities of facts, have encompassed the whole of reality, and possess the means to follow the mechanism of economic phenomena and even to a certain degree to predict them.

Whatever the remedies or proposed reforms for resolving injustice and incoher­ ence in the modern economy, everything occurs through the agency of the plan. The plan in itself is no solution. But it is the indispensa­ ble instrument of all solutions. Even if one starts with Knut Wicksell or John Maynard Keynes, one meets again and again the urgency of planning. In Mumford’s proposals to release man from the clutches of tech­ nique, there is an interesting project for an economic regionalism on a world-wide plane. But this regionalism can, in fact, only be based on the exceedingly complete and rigid planning of produc­ tion and distribution.


pages: 585 words: 151,239

Capitalism in America: A History by Adrian Wooldridge, Alan Greenspan

"Friedman doctrine" OR "shareholder theory", "World Economic Forum" Davos, 2013 Report for America's Infrastructure - American Society of Civil Engineers - 19 March 2013, Affordable Care Act / Obamacare, agricultural Revolution, air freight, Airbnb, airline deregulation, Alan Greenspan, American Society of Civil Engineers: Report Card, Asian financial crisis, bank run, barriers to entry, Bear Stearns, Berlin Wall, Blitzscaling, Bonfire of the Vanities, book value, Bretton Woods, British Empire, business climate, business cycle, business process, California gold rush, Charles Lindbergh, cloud computing, collateralized debt obligation, collective bargaining, Corn Laws, Cornelius Vanderbilt, corporate governance, corporate raider, cotton gin, creative destruction, credit crunch, debt deflation, Deng Xiaoping, disruptive innovation, Donald Trump, driverless car, edge city, Elon Musk, equal pay for equal work, Everybody Ought to Be Rich, Fairchild Semiconductor, Fall of the Berlin Wall, fiat currency, financial deregulation, financial engineering, financial innovation, fixed income, Ford Model T, full employment, general purpose technology, George Gilder, germ theory of disease, Glass-Steagall Act, global supply chain, Great Leap Forward, guns versus butter model, hiring and firing, Ida Tarbell, income per capita, indoor plumbing, informal economy, interchangeable parts, invention of the telegraph, invention of the telephone, Isaac Newton, Jeff Bezos, jimmy wales, John Maynard Keynes: technological unemployment, Joseph Schumpeter, junk bonds, Kenneth Rogoff, Kitchen Debate, knowledge economy, knowledge worker, labor-force participation, land bank, Lewis Mumford, Louis Pasteur, low interest rates, low skilled workers, manufacturing employment, market bubble, Mason jar, mass immigration, McDonald's hot coffee lawsuit, means of production, Menlo Park, Mexican peso crisis / tequila crisis, Michael Milken, military-industrial complex, minimum wage unemployment, mortgage debt, Myron Scholes, Network effects, new economy, New Urbanism, Northern Rock, oil rush, oil shale / tar sands, oil shock, Peter Thiel, Phillips curve, plutocrats, pneumatic tube, popular capitalism, post-industrial society, postindustrial economy, price stability, Productivity paradox, public intellectual, purchasing power parity, Ralph Nader, Ralph Waldo Emerson, RAND corporation, refrigerator car, reserve currency, rising living standards, road to serfdom, Robert Gordon, Robert Solow, Ronald Reagan, Sand Hill Road, savings glut, scientific management, secular stagnation, Silicon Valley, Silicon Valley startup, Simon Kuznets, Social Responsibility of Business Is to Increase Its Profits, South Sea Bubble, sovereign wealth fund, stem cell, Steve Jobs, Steve Wozniak, strikebreaker, supply-chain management, The Great Moderation, The Rise and Fall of American Growth, The Wealth of Nations by Adam Smith, Thomas Malthus, Thorstein Veblen, too big to fail, total factor productivity, trade route, transcontinental railway, tulip mania, Tyler Cowen, Tyler Cowen: Great Stagnation, union organizing, Unsafe at Any Speed, Upton Sinclair, urban sprawl, Vannevar Bush, vertical integration, War on Poverty, washing machines reduced drudgery, Washington Consensus, white flight, wikimedia commons, William Shockley: the traitorous eight, women in the workforce, Works Progress Administration, Yom Kippur War, young professional

Employers had to reduce their workers’ nominal wages in order to keep themselves competitive and support the interest on their debts. And employees received declining nominal wages. Again this was a recipe for conflict: workers focused on the fact that their wages were being cut rather than on the fact that their money would go further (John Maynard Keynes later called this “the stickiness of nominal wages”), and employers had yet more incentive to replace uppity workers with obedient machines. PRICES AND WAGES 1860 – 1905 The protests were also driven by something more nebulous than deflation: anxiety about the sheer scale of change.

The American growth machine was humming, America’s potential rivals were tearing themselves apart, and in 1928, America elected a new president who looked eminently qualified to act as a national snake charmer. Herbert Hoover had spent his life amassing perhaps the best résumé of any new president to date, as a mining engineer, international businessman, and star member of America’s great and good. John Maynard Keynes commended his “knowledge, magnanimity, and distinterestedness.” Sherwood Anderson noted that he had “never known failure.” As head of food relief during and after the Great War, he had saved as many as 2 million people from starvation; as secretary of commerce under Harding and Coolidge, he had been a powerful force in both administrations—“secretary of everything,” as one newspaper called him; “secretary of commerce and undersecretary of all the other departments,” as a Washington wag put it.28 He did invaluable work improving the operation of America’s internal market by standardizing the sizes for the parts of all machines.

“The Plan presupposes that we desire to restore a Europe which can and will compete with us in the world markets,” Allen Dulles, the CIA director, wrote, referring to the Marshall Plan, “and for that very reason will be able to buy substantial amounts of our products.”8 The U.S. share of world trade in manufactured goods increased from 10 percent in 1933 to 29 percent in 1953, providing millions of jobs for American workers. There was no doubt as to who was in charge of the new world. John Maynard Keynes was the moving spirit behind the Bretton Woods meeting, and by far the most intellectually distinguished figure there, but America’s treasury secretary, Henry Morgenthau, and his deputy, Harry Dexter White, made the key decisions: the conference attendees bowed to Keynes but listened to Morgenthau and White.


pages: 410 words: 119,823

Radical Technologies: The Design of Everyday Life by Adam Greenfield

3D printing, Airbnb, algorithmic bias, algorithmic management, AlphaGo, augmented reality, autonomous vehicles, bank run, barriers to entry, basic income, bitcoin, Black Lives Matter, blockchain, Boston Dynamics, business intelligence, business process, Californian Ideology, call centre, cellular automata, centralized clearinghouse, centre right, Chuck Templeton: OpenTable:, circular economy, cloud computing, Cody Wilson, collective bargaining, combinatorial explosion, Computer Numeric Control, computer vision, Conway's Game of Life, CRISPR, cryptocurrency, David Graeber, deep learning, DeepMind, dematerialisation, digital map, disruptive innovation, distributed ledger, driverless car, drone strike, Elon Musk, Ethereum, ethereum blockchain, facts on the ground, fiat currency, fulfillment center, gentrification, global supply chain, global village, Goodhart's law, Google Glasses, Herman Kahn, Ian Bogost, IBM and the Holocaust, industrial robot, informal economy, information retrieval, Internet of things, Jacob Silverman, James Watt: steam engine, Jane Jacobs, Jeff Bezos, Jeff Hawkins, job automation, jobs below the API, John Conway, John Markoff, John Maynard Keynes: Economic Possibilities for our Grandchildren, John Maynard Keynes: technological unemployment, John Perry Barlow, John von Neumann, joint-stock company, Kevin Kelly, Kickstarter, Kiva Systems, late capitalism, Leo Hollis, license plate recognition, lifelogging, M-Pesa, Mark Zuckerberg, means of production, megacity, megastructure, minimum viable product, money: store of value / unit of account / medium of exchange, natural language processing, Network effects, New Urbanism, Nick Bostrom, Occupy movement, Oculus Rift, off-the-grid, PalmPilot, Pareto efficiency, pattern recognition, Pearl River Delta, performance metric, Peter Eisenman, Peter Thiel, planetary scale, Ponzi scheme, post scarcity, post-work, printed gun, proprietary trading, RAND corporation, recommendation engine, RFID, rolodex, Rutger Bregman, Satoshi Nakamoto, self-driving car, sentiment analysis, shareholder value, sharing economy, Shenzhen special economic zone , Sidewalk Labs, Silicon Valley, smart cities, smart contracts, social intelligence, sorting algorithm, special economic zone, speech recognition, stakhanovite, statistical model, stem cell, technoutopianism, Tesla Model S, the built environment, The Death and Life of Great American Cities, The Future of Employment, Tony Fadell, transaction costs, Uber for X, undersea cable, universal basic income, urban planning, urban sprawl, vertical integration, Vitalik Buterin, warehouse robotics, When a measure becomes a target, Whole Earth Review, WikiLeaks, women in the workforce

Out of this unwillingness, these people have set out to devise technical systems that are more capable than we are ourselves, along any axis or dimension of evaluation you might care to mention: systems that are stronger and faster than we are; that have finer perception and greater endurance; that never, ever succumb to boredom, fatigue or disgust; and that are capable of operating without human oversight or guidance, indefinitely. We are, of course, talking about using robots and automated systems to replace human labor. The great twentieth-century economist John Maynard Keynes had foreseen much of this early on, coining the expression “technological unemployment” sometime around 1928.1 He saw, with almost clairvoyant perspicacity, that societies might eventually automate away the jobs much of their labor force depended on, and his insight is borne out in recent United States government estimates that an American worker making less than $20 an hour now has an 83 percent chance of losing their job to automation.2 But what Keynes concluded—that the eclipse of human labor by technical systems would necessarily compel a turn toward a full-leisure society—has not come to pass, not even remotely.

“An Open Letter to The DAO and the Ethereum Community,” June 18, 2016, steemit.com/ethereum/@chris4210/an-open-letter-to-the-dao-and-the-ethereum-community. 36.Emin Gün Sirer, “Thoughts on The DAO Hack,” Hacking, Distributed, June 17, 2016. 37.Mike Hearn, “The Future of Money (and Everything Else),” Turing Festival 2013, August 23, 2013. 38.Anne Amnesia, “Unnecessariat,” More Crows Than Eagles, May 10, 2016, morecrows.wordpress.com/2016/05/10/unnecessariat/. 7Automation 1.John Maynard Keynes, “Economic Possibilities for our Grandchildren,” Nation and Athenaeum, Vol. 48, Issues 2–3, October 11 and 18, 1930. 2.Economic Report of the President, February 2016. Washington DC: Government Printing Office, 2016. 3.Tim O’Reilly, “Managing the Bots That Are Managing the Business,” MIT Sloan Management Review, May 31, 2016; Charlotte McEleny, “McCann Japan hires first artificially intelligent creative director,” The Drum, March 29, 2016. 4.Jason Mick, “Foxconn Billionaire Hints at Robotic Apple Factory, Criticizes Dead Employees,” DailyTech, June 30, 2014. 5.An advertisement for Columbia/Okura palletizing robots touts, even ahead of their “surprising affordability,” the fact that they “eliminate costly stacking-related injuries.” 6.International Labor Organization.

“Guaranteed Income’s Moment in the Sun,” Remapping Debate, April 24, 2013, remappingdebate.org; Rutger Bregman, “Nixon’s Basic Income Plan,” Jacobin, May 5, 2016. 51.Will Grice, “Finland Plans to Give Every Citizen 800 Euros a Month and Scrap Benefits,” Independent, December 6, 2015; Tracy Brown Hamilton, “The Netherlands’ Upcoming Money-for-Nothing Experiment,” Atlantic, June 21, 2016. 52.John Danaher, “Will Life Be Worth Living in a World Without Work? Technological Unemployment and the Meaning of Life,” Science and Engineering Ethics, forthcoming, philpapers.org/archive/DANWLB.pdf 53.Hannah Arendt, The Human Condition, Chicago: University of Chicago Press, 1958. 54.Amos Zeeberg, “Alienation Is Killing Americans and Japanese,” Nautilus, June 1, 2016. 8Machine learning 1.Rob Kitchin, The Data Revolution: Big Data, Open Data, Data Infrastructures and their Consequences, London: Sage Publications, 2014. 2.Daniel Rosenberg, “Data Before the Fact,” in Lisa Gitelman, ed., “Raw Data” Is an Oxymoron, Cambridge, MA: MIT Press, 2013. 3.These questions are explored in greater depth in the excellent Critical Algorithm Studies reading list maintained by Tarleton Gillespie and Nick Seaver of Microsoft Research’s Social Media Collective: socialmediacollective.org/reading-lists/critical-algorithm-studies. 4.Nick Bostrom, Superintelligence: Paths, Dangers, Strategies, Oxford, UK: Oxford University Press, 2014. 5.For those inclined to dig deeper into such subjects, Andrey Kurenkov’s history of neural networks is fantastic: andreykurenkov.com/writing/a-brief-history-of-neural-nets-and-deep-learning. 6.Alistair Barr, “Google Mistakenly Tags Black People as ‘Gorillas,’ Showing Limits of Algorithms,” Wall Street Journal, July 1, 2015. 7.Aditya Khosla et al., “Novel dataset for Fine-Grained Image Categorization,” First Workshop on Fine-Grained Visual Categorization, IEEE Conference on Computer Vision and Pattern Recognition, 2011, vision.stanford.edu/aditya86/ImageNetDogs; ImageNet, “Large Scale Visual Recognition Challenge 2012,” image-net.org/challenges/LSVRC/2012. 8.David M.


pages: 252 words: 74,167

Thinking Machines: The Inside Story of Artificial Intelligence and Our Race to Build the Future by Luke Dormehl

"World Economic Forum" Davos, Ada Lovelace, agricultural Revolution, AI winter, Albert Einstein, Alexey Pajitnov wrote Tetris, algorithmic management, algorithmic trading, AlphaGo, Amazon Mechanical Turk, Apple II, artificial general intelligence, Automated Insights, autonomous vehicles, backpropagation, Bletchley Park, book scanning, borderless world, call centre, cellular automata, Charles Babbage, Claude Shannon: information theory, cloud computing, computer vision, Computing Machinery and Intelligence, correlation does not imply causation, crowdsourcing, deep learning, DeepMind, driverless car, drone strike, Elon Musk, Flash crash, Ford Model T, friendly AI, game design, Geoffrey Hinton, global village, Google X / Alphabet X, Hans Moravec, hive mind, industrial robot, information retrieval, Internet of things, iterative process, Jaron Lanier, John Markoff, John Maynard Keynes: Economic Possibilities for our Grandchildren, John Maynard Keynes: technological unemployment, John von Neumann, Kickstarter, Kodak vs Instagram, Law of Accelerating Returns, life extension, Loebner Prize, machine translation, Marc Andreessen, Mark Zuckerberg, Menlo Park, Mustafa Suleyman, natural language processing, Nick Bostrom, Norbert Wiener, out of africa, PageRank, paperclip maximiser, pattern recognition, radical life extension, Ray Kurzweil, recommendation engine, remote working, RFID, scientific management, self-driving car, Silicon Valley, Skype, smart cities, Smart Cities: Big Data, Civic Hackers, and the Quest for a New Utopia, social intelligence, speech recognition, Stephen Hawking, Steve Jobs, Steve Wozniak, Steven Pinker, strong AI, superintelligent machines, tech billionaire, technological singularity, The Coming Technological Singularity, The Future of Employment, Tim Cook: Apple, Tony Fadell, too big to fail, traumatic brain injury, Turing machine, Turing test, Vernor Vinge, warehouse robotics, Watson beat the top human players on Jeopardy!

It was a line from The Simpsons, although it seemed strangely appropriate given what had happened. It read: ‘I for one welcome our new robot overlords.’ A World of Technological Unemployment Ken Jennings’ crack was as neat a summary as you could hope for when it comes to dealing with one of the perceived dark sides of Artificial Intelligence. Forget leather jacket-wearing Austrian robots trying to take over the world, the real imminent threat AI systems pose relate to our jobs. The phrase ‘technological unemployment’ was first coined by a British economist named John Maynard Keynes in 1930. In a speculative essay entitled ‘Economic Possibilities for our Grandchildren’, Keynes predicted that the world was on the brink of a revolution regarding the speed, efficiency and ‘human effort’ involved with a wide variety of industries.

To do this, he or she used a long stick (usually a bamboo) to tap on the bedroom window of clients; not moving on to the next house until they were positive that the occupant was awake. Needless to say, knocker-ups were permanently disadvantaged when the French inventor Antoine Redier patented an adjustable mechanical alarm clock in 1847. Not all technological unemployment has been quite so obscure as the lonely death of the knocker-up. The economist Gregory Clark has convincingly argued that the working horse was one of the biggest victims of the invention of the internal combustion engine. According to Clark, there were 3.25 million working horses in England in 1901.

Speaking at an event called the Hixon Symposium on Cerebral Mechanisms in Behavior, at the California Institute of Technology, McCulloch told the assembled audience: As the Industrial Revolution concludes in bigger and better bombs, an intellectual revolution opens with bigger and better robots. The former revolution replaced muscles by energy, and was limited by the law of the conservation of energy, or of mass-energy. The new revolution threatens us, the thinkers, with technological unemployment, for it will replace brains with machines limited by the law that entropy never decreases. These machines, whose evolution competition will compel us to foster, raise the appropriate question: ‘Why is the mind in the head?’ McCulloch’s last point is the most pertinent one. The Industrial Age leaders of industry assumed it was their intelligence that would protect them from technological replacement.


pages: 374 words: 111,284

The AI Economy: Work, Wealth and Welfare in the Robot Age by Roger Bootle

"World Economic Forum" Davos, 3D printing, agricultural Revolution, AI winter, Albert Einstein, AlphaGo, Alvin Toffler, anti-work, antiwork, autonomous vehicles, basic income, Ben Bernanke: helicopter money, Bernie Sanders, Bletchley Park, blockchain, call centre, Cambridge Analytica, Capital in the Twenty-First Century by Thomas Piketty, Carl Icahn, Chris Urmson, computer age, Computing Machinery and Intelligence, conceptual framework, corporate governance, correlation does not imply causation, creative destruction, David Ricardo: comparative advantage, deep learning, DeepMind, deindustrialization, Demis Hassabis, deskilling, Dr. Strangelove, driverless car, Elon Musk, en.wikipedia.org, Erik Brynjolfsson, everywhere but in the productivity statistics, facts on the ground, fake news, financial intermediation, full employment, future of work, Future Shock, general purpose technology, Great Leap Forward, Hans Moravec, income inequality, income per capita, industrial robot, Internet of things, invention of the wheel, Isaac Newton, James Watt: steam engine, Jeff Bezos, Jeremy Corbyn, job automation, job satisfaction, John Markoff, John Maynard Keynes: Economic Possibilities for our Grandchildren, John Maynard Keynes: technological unemployment, John von Neumann, Joseph Schumpeter, Kevin Kelly, license plate recognition, low interest rates, machine translation, Marc Andreessen, Mark Zuckerberg, market bubble, mega-rich, natural language processing, Network effects, new economy, Nicholas Carr, Ocado, Paul Samuelson, Peter Thiel, Phillips curve, positional goods, quantitative easing, RAND corporation, Ray Kurzweil, Richard Florida, ride hailing / ride sharing, rising living standards, road to serfdom, Robert Gordon, Robert Shiller, Robert Solow, Rutger Bregman, Second Machine Age, secular stagnation, self-driving car, seminal paper, Silicon Valley, Silicon Valley billionaire, Simon Kuznets, Skype, social intelligence, spinning jenny, Stanislav Petrov, Stephen Hawking, Steven Pinker, synthetic biology, technological singularity, The Future of Employment, The Wealth of Nations by Adam Smith, Thomas Malthus, trade route, universal basic income, US Airways Flight 1549, Vernor Vinge, warehouse automation, warehouse robotics, Watson beat the top human players on Jeopardy!, We wanted flying cars, instead we got 140 characters, wealth creators, winner-take-all economy, world market for maybe five computers, Y2K, Yogi Berra

But they can happen because income will not necessarily always be fully spent. In practice, in a money economy there are always fluctuations of this sort.7 In normal conditions, such ups and downs are minor and temporary. In really serious economic conditions, however, demand can stay depressed for a considerable period of time. John Maynard Keynes explained how this could happen, and he laid out what could be done to overcome such depressions if and when they occurred. In these conditions, Keynes advocated government and central bank action to restore aggregate demand to normal. Until the depression in Japan in the 1990s, and more recently the Global Financial Crisis of 2007/9 and the subsequent Great Recession that enveloped most of the developed world, these depressionary conditions and Keynes’s advice about how to deal with them were widely regarded as quaint, a sort of historical curiosum of concern only for those interested in economic history, and particularly in the Great Depression of the 1930s.

As we move into the AI economy, these two strands of opinion about work are very much in evidence. Accordingly, if we are on the brink of an age of abundance without the need for work, this is variously seen as liberating and terrifying. You will already have noticed the high regard in which I hold John Maynard Keynes on the subject of macroeconomics, which he more or less invented. You may be surprised, though, to find him playing a major role here in the discussion about the balance between work and leisure. Mind you, as will soon become clear, his thinking on this subject is very far from being the last word.

The employment of human labor definitely is taxed, not just through the imposition of income taxes on employees but also through employment taxes, such as National Insurance in the UK and social security taxes in other countries, on both employees and employers. Without a corresponding tax on robots and AI, the argument runs, the tax system is being far from neutral. It is actually encouraging the substitution of robots and AI for human labor.11 Accordingly, the tax system could be worsening the problems of technological unemployment, depressed wages, and increased inequality. Even if you do not buy the mass impoverishment case, which I don’t, the implication would still be diminished income for society as a result of a distorted allocation of resources. But what is neutral and not neutral in the tax system depends critically upon whether you regard the robots and AI systems that may replace human workers as “artificial workers” or items of capital investment.


pages: 524 words: 154,652

Blood in the Machine: The Origins of the Rebellion Against Big Tech by Brian Merchant

"World Economic Forum" Davos, Ada Lovelace, algorithmic management, Amazon Mechanical Turk, Any sufficiently advanced technology is indistinguishable from magic, autonomous vehicles, basic income, Bernie Sanders, Big Tech, big-box store, Black Lives Matter, Cambridge Analytica, Charles Babbage, ChatGPT, collective bargaining, colonial rule, commoditize, company town, computer age, computer vision, coronavirus, cotton gin, COVID-19, cryptocurrency, DALL-E, decarbonisation, deskilling, digital rights, Donald Trump, Edward Jenner, Elon Musk, Erik Brynjolfsson, factory automation, flying shuttle, Frederick Winslow Taylor, fulfillment center, full employment, future of work, George Floyd, gig economy, gigafactory, hiring and firing, hockey-stick growth, independent contractor, industrial robot, information asymmetry, Internet Archive, invisible hand, Isaac Newton, James Hargreaves, James Watt: steam engine, Jeff Bezos, Jessica Bruder, job automation, John Maynard Keynes: Economic Possibilities for our Grandchildren, John Maynard Keynes: technological unemployment, Kevin Roose, Kickstarter, Lyft, Mark Zuckerberg, Marshall McLuhan, means of production, military-industrial complex, move fast and break things, Naomi Klein, New Journalism, On the Economy of Machinery and Manufactures, OpenAI, precariat, profit motive, ride hailing / ride sharing, Sam Bankman-Fried, scientific management, Second Machine Age, self-driving car, sharing economy, Silicon Valley, sovereign wealth fund, spinning jenny, Steve Jobs, Steve Wozniak, super pumped, TaskRabbit, tech billionaire, tech bro, tech worker, techlash, technological determinism, Ted Kaczynski, The Future of Employment, The Wealth of Nations by Adam Smith, Thomas Malthus, Travis Kalanick, Uber and Lyft, uber lyft, union organizing, universal basic income, W. E. B. Du Bois, warehouse automation, warehouse robotics, working poor, workplace surveillance

This criticism of the promise of automation, articulated by one of its early victims, holds true today. Today the promise is that robotics and algorithms will take on the “dull, dirty, and dangerous jobs” that no human wants to do. Automation should be a blessing, we are told. And have been told and told. In fact, the influential economist John Maynard Keynes predicted in 1930 that improvements in machinery and, subsequently, productivity would lead us to a fifteen-hour workweek at most. If automation could be harnessed for the “common benefit,” as Booth argues, that might be a plausible outcome. Instead, it has consistently played out as Mellor has feared; labor-saving technology has accelerated the accumulation of capital among an ever-shrinking pool of elites.

.… The first effects of these new mechanical combinations were to increase individual wealth, and to give a new stimulus to further inventions. 25. “dull, dirty, and dangerous jobs” Bernard Marr, “The 4 Ds of Robotization: Dull, Dirty, Dangerous and Dear,” Forbes, October 16, 2017. 26. a fifteen-hour workweek John Maynard Keynes, “Economic Possibilities for Our Grandchildren,” in Essays in Persuasion (London: Macmillan, 1931; New York: Norton, 1963). 27. His life read like an epic poem Florence Ashton Marshall, The Life and Letters of Mary Wollstonecraft Shelley (2 vols., London, 1889), 21–22. 28. Life had always been like this Tom Furniss, “Mary Wollstonecraft’s French Revolution,” in The Cambridge Companion to Mary Wollstonecraft (Cambridge University Press, 2002). 29.

Philadelphia: Thomas Wardle, 1840. Mueller, Gavin. Breaking Things at Work: The Luddites Were Right about Why You Hate Your Job. London and New York: Verso, 2021. Munger, Mike. “Division of Labor,” EconLib, n.d., www.econlib.org/library/Enc/DivisionofLabor.html. Noble, David. Progress without People: New Technology, Unemployment, and the Message of Resistance. Toronto: Between the Lines, 1995. Noble, David. “Present Tense Technology: Technology’s Politics.” Democracy: A Journal of Political Renewal and Radical Change, vol. 4, no. 2 (1983), 8–24. Oakes, James. Slavery and Freedom: An Interpretation of the Old South.


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The People vs Tech: How the Internet Is Killing Democracy (And How We Save It) by Jamie Bartlett

Ada Lovelace, Airbnb, AlphaGo, Amazon Mechanical Turk, Andrew Keen, autonomous vehicles, barriers to entry, basic income, Bernie Sanders, Big Tech, bitcoin, Black Lives Matter, blockchain, Boris Johnson, Californian Ideology, Cambridge Analytica, central bank independence, Chelsea Manning, cloud computing, computer vision, creative destruction, cryptocurrency, Daniel Kahneman / Amos Tversky, data science, deep learning, DeepMind, disinformation, Dominic Cummings, Donald Trump, driverless car, Edward Snowden, Elon Musk, Evgeny Morozov, fake news, Filter Bubble, future of work, general purpose technology, gig economy, global village, Google bus, Hans Moravec, hive mind, Howard Rheingold, information retrieval, initial coin offering, Internet of things, Jeff Bezos, Jeremy Corbyn, job automation, John Gilmore, John Maynard Keynes: technological unemployment, John Perry Barlow, Julian Assange, manufacturing employment, Mark Zuckerberg, Marshall McLuhan, Menlo Park, meta-analysis, mittelstand, move fast and break things, Network effects, Nicholas Carr, Nick Bostrom, off grid, Panopticon Jeremy Bentham, payday loans, Peter Thiel, post-truth, prediction markets, QR code, ransomware, Ray Kurzweil, recommendation engine, Renaissance Technologies, ride hailing / ride sharing, Robert Mercer, Ross Ulbricht, Sam Altman, Satoshi Nakamoto, Second Machine Age, sharing economy, Silicon Valley, Silicon Valley billionaire, Silicon Valley ideology, Silicon Valley startup, smart cities, smart contracts, smart meter, Snapchat, Stanford prison experiment, Steve Bannon, Steve Jobs, Steven Levy, strong AI, surveillance capitalism, TaskRabbit, tech worker, technological singularity, technoutopianism, Ted Kaczynski, TED Talk, the long tail, the medium is the message, the scientific method, The Spirit Level, The Wealth of Nations by Adam Smith, The Wisdom of Crowds, theory of mind, too big to fail, ultimatum game, universal basic income, WikiLeaks, World Values Survey, Y Combinator, you are the product

Similarly, the Bank of England recently suggested that up to 15 million British jobs might be unnecessary within a generation. I don’t take these predictions all that seriously. Many of these applications are still young. Every new technological revolution unleashes similar speculation, and it is often wide of the mark. Even our wisest heads get it wrong – back in the 1930s John Maynard Keynes believed that the UK was witnessing ‘technological unemployment’, as the ability of machines to take over jobs outpaced the economy’s ability to generate new ones. We’ve had tech-led disruption before, and we have usually found new (and often better) jobs. After all, machines tend to drive up productivity, which in turn stimulates more investment and demand.3 A recent analysis of the American workforce between 1982 and 2012 found that employment grew in several areas where computers were used (gaming, graphic design and programming).4 And in many instances, productivity gains driven by technology won’t mean fewer jobs, but rather improvements in current ones.


pages: 222 words: 70,132

Move Fast and Break Things: How Facebook, Google, and Amazon Cornered Culture and Undermined Democracy by Jonathan Taplin

"Friedman doctrine" OR "shareholder theory", "there is no alternative" (TINA), 1960s counterculture, affirmative action, Affordable Care Act / Obamacare, Airbnb, AlphaGo, Amazon Mechanical Turk, American Legislative Exchange Council, AOL-Time Warner, Apple's 1984 Super Bowl advert, back-to-the-land, barriers to entry, basic income, battle of ideas, big data - Walmart - Pop Tarts, Big Tech, bitcoin, Brewster Kahle, Buckminster Fuller, Burning Man, Clayton Christensen, Cody Wilson, commoditize, content marketing, creative destruction, crony capitalism, crowdsourcing, data is the new oil, data science, David Brooks, David Graeber, decentralized internet, don't be evil, Donald Trump, Douglas Engelbart, Douglas Engelbart, Dynabook, Edward Snowden, Elon Musk, equal pay for equal work, Erik Brynjolfsson, Fairchild Semiconductor, fake news, future of journalism, future of work, George Akerlof, George Gilder, Golden age of television, Google bus, Hacker Ethic, Herbert Marcuse, Howard Rheingold, income inequality, informal economy, information asymmetry, information retrieval, Internet Archive, Internet of things, invisible hand, Jacob Silverman, Jaron Lanier, Jeff Bezos, job automation, John Markoff, John Maynard Keynes: technological unemployment, John Perry Barlow, John von Neumann, Joseph Schumpeter, Kevin Kelly, Kickstarter, labor-force participation, Larry Ellison, life extension, Marc Andreessen, Mark Zuckerberg, Max Levchin, Menlo Park, Metcalfe’s law, military-industrial complex, Mother of all demos, move fast and break things, natural language processing, Network effects, new economy, Norbert Wiener, offshore financial centre, packet switching, PalmPilot, Paul Graham, paypal mafia, Peter Thiel, plutocrats, pre–internet, Ray Kurzweil, reality distortion field, recommendation engine, rent-seeking, revision control, Robert Bork, Robert Gordon, Robert Metcalfe, Ronald Reagan, Ross Ulbricht, Sam Altman, Sand Hill Road, secular stagnation, self-driving car, sharing economy, Silicon Valley, Silicon Valley ideology, Skinner box, smart grid, Snapchat, Social Justice Warrior, software is eating the world, Steve Bannon, Steve Jobs, Stewart Brand, tech billionaire, techno-determinism, technoutopianism, TED Talk, The Chicago School, the long tail, The Market for Lemons, The Rise and Fall of American Growth, Tim Cook: Apple, trade route, Tragedy of the Commons, transfer pricing, Travis Kalanick, trickle-down economics, Tyler Cowen, Tyler Cowen: Great Stagnation, universal basic income, unpaid internship, vertical integration, We are as Gods, We wanted flying cars, instead we got 140 characters, web application, Whole Earth Catalog, winner-take-all economy, women in the workforce, Y Combinator, you are the product

Tay had been hijacked by Internet trolls engaged in a long-standing video-game ritual called griefing, in which the trolls compete for attention, as blogger Anil Dash has explained to the New York Times: “Once a target is identified, it becomes a competition to see who can be the most ruthless, and the ones who feel the most powerless will do the most extreme thing just to get noticed and voted up.” Peter Lee, who led the artificial intelligence group at Microsoft Research, vowed to “work toward contributing to an internet that represents the best, not the worst, of humanity.” That might be harder than he thinks. In 1930 the British economist John Maynard Keynes wrote that in the future we would have to worry about “technological unemployment… due to our discovery of means of economising the use of labour outrunning the pace at which we can find new uses for labour.” It could be that in the next ten years we will have arrived at the point where Keynes’s prophecy comes true. A 2013 paper by Carl Benedikt Frey and Michael Osborne of Oxford University suggested that 47 percent of US jobs are at high risk of being automated.

But the New Yorker writer Tad Friend confronted Andreessen with our present reality: “When I brought up the raft of data suggesting that intra-country inequality is in fact increasing, even as it decreases when averaged across the globe—America’s wealth gap is the widest it’s been since the government began measuring it—Andreessen rerouted the conversation, saying that such gaps were ‘a skills problem,’ and that as robots ate the old, boring jobs humanity should simply retool.” Characterizing Keynes’s “technological unemployment” as just a “skills problem” seems shortsighted. The notion that a fifty-year-old autoworker replaced by a robot is going to retrain himself as a software coder and apply for work at Google seems to be a pipe dream that only someone as rich and insulated as Marc Andreessen could conceive.


pages: 412 words: 128,042

Extreme Economies: Survival, Failure, Future – Lessons From the World’s Limits by Richard Davies

Abraham Maslow, agricultural Revolution, air freight, Anton Chekhov, artificial general intelligence, autonomous vehicles, barriers to entry, big-box store, cashless society, clean water, complexity theory, deindustrialization, digital divide, eurozone crisis, failed state, financial innovation, Ford Model T, Garrett Hardin, gentleman farmer, Global Witness, government statistician, illegal immigration, income inequality, informal economy, it's over 9,000, James Hargreaves, job automation, John Maynard Keynes: Economic Possibilities for our Grandchildren, John Maynard Keynes: technological unemployment, joint-stock company, large denomination, Livingstone, I presume, Malacca Straits, mandatory minimum, manufacturing employment, means of production, megacity, meta-analysis, new economy, off grid, oil shale / tar sands, pension reform, profit motive, randomized controlled trial, rolling blackouts, school choice, school vouchers, Scramble for Africa, side project, Silicon Valley, Simon Kuznets, Skype, spinning jenny, subscription business, The Chicago School, the payments system, trade route, Tragedy of the Commons, Travis Kalanick, uranium enrichment, urban planning, wealth creators, white picket fence, working-age population, Y Combinator, young professional

When a material fails, these latent properties are lost – rubber loses its elasticity, metal loses its strength – and the potential is gone. Kirkaldy’s big idea was that to understand potential fully – its limits, how it can be lost, how it can be protected – we need to collect and examine fragments of failure. The final motivation for studying extremes comes from an idea set out in 1928 by the economist John Maynard Keynes. Concerned that society was in the grip of a bout of pessimism about the economy, Keynes set out a largely optimistic long-term vision. Part of his argument was that we can get a glimpse of the future today, if we know where to look. The trick was to identify a sustained trend – a path most people are following – and look at the lives of those experiencing the extremes of that trend.

But Glasgow unravelled, losing everything as it became Britain’s most troubled city, a dubious honour it retains today. In each of these places vast potential – whether natural, human or industrial – has somehow gone to waste, with economics often at the core of the problem. Finally, I visited three places John Maynard Keynes would have looked at if he were alive today and following his own advice on how to take a peek at the economic future. As 2020 approaches, it seems the world is again in the grip of economic pessimism. Across the globe, most countries face three trends: ageing populations, the flux caused by new technology, and a rise of inequality.

CHAPTER 8: TALLINN NOTES Wassily Leontief The quote at the start of the chapter on p. 263 is from an essay, ‘Machines and Man’, written by Harvard economist Wassily Leontief for an issue of Scientific American devoted to automatic control of machines – see Leontief (1952). The two fears from technology: unemployment and division On the risk that technological progress will lead to mass unemployment, see Keynes (1930) and Leontief (1952), and for a survey of the history of these kinds of concerns, see Mokyr et al. (2015). The prediction of 30 per cent automation – 44 per cent for the low skilled – is from PwC (2018); see also Muro et al. (2019) for a Brookings Institution report on the US.


pages: 300 words: 76,638

The War on Normal People: The Truth About America's Disappearing Jobs and Why Universal Basic Income Is Our Future by Andrew Yang

3D printing, Airbnb, assortative mating, augmented reality, autonomous vehicles, basic income, Bear Stearns, behavioural economics, Ben Horowitz, Bernie Sanders, call centre, corporate governance, cryptocurrency, data science, David Brooks, DeepMind, Donald Trump, Elon Musk, falling living standards, financial deregulation, financial engineering, full employment, future of work, global reserve currency, income inequality, Internet of things, invisible hand, Jeff Bezos, job automation, John Maynard Keynes: technological unemployment, Khan Academy, labor-force participation, longitudinal study, low skilled workers, Lyft, manufacturing employment, Mark Zuckerberg, megacity, meritocracy, Narrative Science, new economy, passive income, performance metric, post-work, quantitative easing, reserve currency, Richard Florida, ride hailing / ride sharing, risk tolerance, robo advisor, Ronald Reagan, Rutger Bregman, Sam Altman, San Francisco homelessness, self-driving car, shareholder value, Silicon Valley, Simon Kuznets, single-payer health, Stephen Hawking, Steve Ballmer, supercomputer in your pocket, tech worker, technoutopianism, telemarketer, The future is already here, The Wealth of Nations by Adam Smith, traumatic brain injury, Tyler Cowen, Tyler Cowen: Great Stagnation, Uber and Lyft, uber lyft, unemployed young men, universal basic income, urban renewal, warehouse robotics, white flight, winner-take-all economy, Y Combinator

Part of this understanding in America is a high level of commitment to work—educated Americans are working longer hours than they did 30 years ago, and many are expected to be available via email on nights and weekends, even as working hours have dropped in other developed countries. Four in 10 Americans reported working more than 50 hours per week in a recent Gallup survey. This wasn’t always the case; Americans workweeks were actually getting shorter up until 1980. John Maynard Keynes, the British economist, famously predicted in 1930 that, given the continued growth in productivity and progress, by 2030 the Western standard of living would be four times higher and we would be working only 15 hours per week. He was right on the standard of living and very wrong on our work hours.

The fortunate among us have left him behind, but we understand his appeal all too well. He’s still there waiting—ready to take over in case our lives fall apart. FIFTEEN THE SHAPE WE’RE IN/DISINTEGRATION The progress of a few fortunate decades can too easily be swept away by a few years of trouble. —RYAN AVENT The challenges of job loss and technological unemployment are among the most significant faced by our society in history. They are even more daunting than any external enemy because both the enemy and the victims are hard to identify. When a few hundred workers get replaced or a plant closes, the people around them notice and the community suffers.

Membership in organizations like the PTA, the Red Cross, labor unions, and recreational leagues has declined by between 25 and 50 percent since the 1960s. Even time spent on informal socializing and visiting is down by a similar level. Our social capital has been declining for a long time, and there is no sign of a reversal. All of these things make addressing technological unemployment harder. We no longer believe we’re capable of turning things around without something dramatic changing. Among the things being questioned is our capitalist system. Among young people, polls show a very high degree of sympathy for other types of economies, in part because they’ve witnessed capitalism’s failures and excesses these past years.


pages: 492 words: 118,882

The Blockchain Alternative: Rethinking Macroeconomic Policy and Economic Theory by Kariappa Bheemaiah

"World Economic Forum" Davos, accounting loophole / creative accounting, Ada Lovelace, Adam Curtis, Airbnb, Alan Greenspan, algorithmic trading, asset allocation, autonomous vehicles, balance sheet recession, bank run, banks create money, Basel III, basic income, behavioural economics, Ben Bernanke: helicopter money, bitcoin, Bletchley Park, blockchain, Bretton Woods, Brexit referendum, business cycle, business process, call centre, capital controls, Capital in the Twenty-First Century by Thomas Piketty, cashless society, cellular automata, central bank independence, Charles Babbage, Claude Shannon: information theory, cloud computing, cognitive dissonance, collateralized debt obligation, commoditize, complexity theory, constrained optimization, corporate governance, credit crunch, Credit Default Swap, credit default swaps / collateralized debt obligations, cross-border payments, crowdsourcing, cryptocurrency, data science, David Graeber, deep learning, deskilling, Diane Coyle, discrete time, disruptive innovation, distributed ledger, diversification, double entry bookkeeping, Ethereum, ethereum blockchain, fiat currency, financial engineering, financial innovation, financial intermediation, Flash crash, floating exchange rates, Fractional reserve banking, full employment, George Akerlof, Glass-Steagall Act, Higgs boson, illegal immigration, income inequality, income per capita, inflation targeting, information asymmetry, interest rate derivative, inventory management, invisible hand, John Maynard Keynes: technological unemployment, John von Neumann, joint-stock company, Joseph Schumpeter, junk bonds, Kenneth Arrow, Kenneth Rogoff, Kevin Kelly, knowledge economy, large denomination, Large Hadron Collider, Lewis Mumford, liquidity trap, London Whale, low interest rates, low skilled workers, M-Pesa, machine readable, Marc Andreessen, market bubble, market fundamentalism, Mexican peso crisis / tequila crisis, Michael Milken, MITM: man-in-the-middle, Money creation, money market fund, money: store of value / unit of account / medium of exchange, mortgage debt, natural language processing, Network effects, new economy, Nikolai Kondratiev, offshore financial centre, packet switching, Pareto efficiency, pattern recognition, peer-to-peer lending, Ponzi scheme, power law, precariat, pre–internet, price mechanism, price stability, private sector deleveraging, profit maximization, QR code, quantitative easing, quantitative trading / quantitative finance, Ray Kurzweil, Real Time Gross Settlement, rent control, rent-seeking, robo advisor, Satoshi Nakamoto, Satyajit Das, Savings and loan crisis, savings glut, seigniorage, seminal paper, Silicon Valley, Skype, smart contracts, software as a service, software is eating the world, speech recognition, statistical model, Stephen Hawking, Stuart Kauffman, supply-chain management, technology bubble, The Chicago School, The Future of Employment, The Great Moderation, the market place, The Nature of the Firm, the payments system, the scientific method, The Wealth of Nations by Adam Smith, Thomas Kuhn: the structure of scientific revolutions, too big to fail, trade liberalization, transaction costs, Turing machine, Turing test, universal basic income, Vitalik Buterin, Von Neumann architecture, Washington Consensus

Even more surprising is that in these models the operations of banks are not taken into consideration, although they do look at microeconomic data pertaining to large companies and households in aggregate. This approach to macroeconomic theory is a relatively recent phenomenon and coincidentally began being applied in the late 1970s. Prior to this period, work done by prominent economists such as John Maynard Keynes, Irving Fisher, and Henry Calvert Simons, focused profoundly on the way money was made. While the reasons for this divergence in academic disciplines is the subject for a book in economic history, this approach of using the EMH and the RET while subtracting the role of banking was the primary reason why a number of economists did not see the crisis coming.

Thus, as the definition of capitalism begins to involve the democratic state to a greater degree, we should also use this opportunity to see how we can address the problems of technological unemployment, education, productivity changes, inequality, and ageism. One solution pathway could lie with helicopter money and universal basic income. Helicopter Drops and Universal Basic Income Refresh your memory and think about the last time you heard these “keywords ”: technological unemployment, income inequality, stagnant wages, poverty, regulatory gridlock. If you are a regular follower of the news, then the chances are that you may have heard these terms almost on a weekly basis.

It also investigates if these changes could offer sovereign states a new way to produce money and looks at alternatives other than inflation and interest rates to govern monetary policy. Finally, it reviews different scenarios of how this new structure can be used to implement innovative policies, such as overt money finance and universal basic income, which could help address issues such as income inequality and technological unemployment that currently threaten most economies. While the purpose of the book it to shed more light on the implications of the widespread use of Blockchain technology, the growing diversity within the currency space cannot be fully excluded from the discussion. As the blockchain gains more traction in formal financial circles, its first manifestation in the form of Bitcoin is increasingly being excluded from the dialogue.


pages: 372 words: 152

The End of Work by Jeremy Rifkin

banking crisis, Bertrand Russell: In Praise of Idleness, blue-collar work, cashless society, Charles Babbage, collective bargaining, compensation consultant, computer age, deskilling, Dissolution of the Soviet Union, employer provided health coverage, Erik Brynjolfsson, full employment, future of work, general-purpose programming language, George Gilder, global village, Great Leap Forward, Herbert Marcuse, high-speed rail, hiring and firing, informal economy, interchangeable parts, invention of the telegraph, Jacques de Vaucanson, job automation, John Maynard Keynes: technological unemployment, Kaizen: continuous improvement, karōshi / gwarosa / guolaosi, knowledge economy, knowledge worker, land reform, low interest rates, low skilled workers, means of production, military-industrial complex, new economy, New Urbanism, Paul Samuelson, pink-collar, pneumatic tube, post-Fordism, post-industrial society, Productivity paradox, prudent man rule, Richard Florida, Ronald Reagan, scientific management, Silicon Valley, speech recognition, strikebreaker, technoutopianism, Thorstein Veblen, Toyota Production System, trade route, trickle-down economics, warehouse automation, warehouse robotics, women in the workforce, working poor, working-age population, Works Progress Administration

At the depth of the depression, the British economist John Maynard Keynes published The General Theory of Employment, Interest and Money, which was to fundamentally alter the way governments regulate economic policy. In a prescient passage, he warned his readers of a new and dangerous phenomenon whose impact in the years ahead was likely to be profound: "We are being afflicted with a new disease of which some readers may not yet have heard the name, but of which they will hear a great deal in the years to come-namely 'technological unemployment: This means unemployment due to our discovery of means of economizing the use of labor outrunning the pace at which we can find new uses for labor."27 Trickle-dnwn Technology and Market Realities 25 By the 1930s, many mainstream economists were suggesting that increased efficiency and rising productivity, brought on by laborsaving technology, was only exacerbating the economic plight of every industrial nation.

Nearly $46 out of every $100 of new capital went to the military economy.55 Even with the addition of a permanent military-industrial complex, the postwar boom was threatened by continued technological unemployment in the 1950S and 1960s resulting from breakthroughs in automation. New products-especially television and consumer electronics-helped cushion the blow and provide jobs for workers displaced by machines in other industries. The service sector also grew significantly, in part to fill the vacuum left by millions of women leaving the home to work in the economy. Government spending continued to provide jobs as well, dampening the effect of technological unemployment. In 1929 government spending was only 12 percent of the gross national product.

ll The failure to adequately address the question of technological unemployment is partially the fault of organized labor. The voice of millions of working Americans, the labor movement waffled repeatedly on the issue of automation, only to eventually cast its lot with management, to the detriment of its own constituency. The father of cybernetics, Norbert Weiner, who perhaps more than any other human being was in a position to clearly perceive the long-term consequences of the new automation technologies, warned of the dangers of widespread and permanent technological unemployment He wrote, "If these changes in the demand for labor come upon us in a haphazard and ill-organized way, we may well be in for the greatest period of unemployment we have yet seen."12 Weiner became so fearful of the high-tech future he and his colleagues were creating that he wrote an extraordinary letter to Walter Reuther, president of the United Auto Workers, pleading for an audience.


Basic Income: A Radical Proposal for a Free Society and a Sane Economy by Philippe van Parijs, Yannick Vanderborght

Airbnb, Albert Einstein, basic income, Berlin Wall, Bertrand Russell: In Praise of Idleness, carbon tax, centre right, collective bargaining, cryptocurrency, David Graeber, declining real wages, degrowth, diversified portfolio, Edward Snowden, eurozone crisis, Fall of the Berlin Wall, feminist movement, full employment, future of work, George Akerlof, Herbert Marcuse, illegal immigration, income per capita, informal economy, Jeremy Corbyn, job automation, John Maynard Keynes: Economic Possibilities for our Grandchildren, John Maynard Keynes: technological unemployment, Kickstarter, Marshall McLuhan, means of production, minimum wage unemployment, Money creation, open borders, Paul Samuelson, pension reform, Post-Keynesian economics, precariat, price mechanism, profit motive, purchasing power parity, quantitative easing, race to the bottom, road to serfdom, Robert Solow, Rutger Bregman, Second Machine Age, secular stagnation, selection bias, sharing economy, sovereign wealth fund, systematic bias, The Spirit Level, The Wealth of Nations by Adam Smith, Thomas Malthus, Tobin tax, universal basic income, urban planning, urban renewal, War on Poverty, working poor

But, as mentioned above, strong doubts have emerged as to the possibility and desirability of sustained growth in rich countries and about its ability to provide a solution to unemployment. A basic income offers an alternative solution that does not rely on an insane rush to keep pace with productivity growth. The time Â�will come, John Maynard Keynes wrote, when growth Â�will no longer be the path to follow, when “our discovery of means of economizing the use of Â�labour” Â�will be “outrunning the pace at which we can find new uses for labour.” Â� And then “we Â�shall endeavour to spread the bread thin on the butter—to make what work there Â� 57 is still to be done to be as widely shared as posÂ�siÂ�ble.”

“OrÂ�gaÂ�nized Â�labor feared any likely increase in cheap Â�labor stimulated by the removal of work disincentives,” as Desmond King writes.24 It is also evident in the reservations expressed by Michel Jalmain, a national secretary of the CFDT (the French DemoÂ�cratic Confederation of Â�Labor, one of France’s main labor unions), that a basic income would amount to subsidizing, at the community’s expense, firms that offer precarious and poorly-Â�paid jobs.25 And it is analogous to what John Maynard Keynes saw as the main reason for the British trade Â�unions’ opposition to universal child benefits: “I believe that the trade Â�union movement is actively hostile on the express ground that it fears such allowances would be what I wish them to be, namely, an alternative to higher wages. It would be much better that a man with heavy Â�family burdens to support should receive assistance out of taxation, which is thrown on profits generally, than that an attempt should be made to raise wages paid by his employer to a disproportionate level.”26 This fear is more serious.

Even so, Â�there are two considerations that make this aveÂ�nue unpromising. One of them is well formulated by labor Â� leader Andy Stern. Â�Because of the importance he attaches to work in giving purpose to our lives, he writes, “it was only natuÂ�ral that my initial thought for a solution to the coming tsunami of technological unemployment would be to guarantee a job for Â�every American who wants one.” However, further reflection made him change his mind: “Inevitably, a handful of Â�people in a government agency would end up deciding the value of a parÂ�ticÂ�uÂ�lar job or category of work for the entire country at the expense of individual differences and choice.


pages: 385 words: 111,807

A Pelican Introduction Economics: A User's Guide by Ha-Joon Chang

"there is no alternative" (TINA), Affordable Care Act / Obamacare, Alan Greenspan, Albert Einstein, antiwork, AOL-Time Warner, Asian financial crisis, asset-backed security, bank run, banking crisis, banks create money, Bear Stearns, Berlin Wall, bilateral investment treaty, borderless world, Bretton Woods, British Empire, call centre, capital controls, central bank independence, Charles Babbage, collateralized debt obligation, colonial rule, Corn Laws, corporate governance, corporate raider, creative destruction, Credit Default Swap, credit default swaps / collateralized debt obligations, David Ricardo: comparative advantage, deindustrialization, discovery of the americas, Eugene Fama: efficient market hypothesis, eurozone crisis, experimental economics, Fall of the Berlin Wall, falling living standards, financial deregulation, financial engineering, financial innovation, flying shuttle, Ford Model T, Francis Fukuyama: the end of history, Frederick Winslow Taylor, full employment, George Akerlof, Gini coefficient, Glass-Steagall Act, global value chain, Goldman Sachs: Vampire Squid, Gordon Gekko, Great Leap Forward, greed is good, Gunnar Myrdal, Haber-Bosch Process, happiness index / gross national happiness, high net worth, income inequality, income per capita, information asymmetry, intangible asset, interchangeable parts, interest rate swap, inventory management, invisible hand, Isaac Newton, James Watt: steam engine, Johann Wolfgang von Goethe, John Maynard Keynes: Economic Possibilities for our Grandchildren, John Maynard Keynes: technological unemployment, joint-stock company, joint-stock limited liability company, Joseph Schumpeter, knowledge economy, laissez-faire capitalism, land bank, land reform, liberation theology, manufacturing employment, Mark Zuckerberg, market clearing, market fundamentalism, Martin Wolf, means of production, Mexican peso crisis / tequila crisis, Neal Stephenson, Nelson Mandela, Northern Rock, obamacare, offshore financial centre, oil shock, open borders, Pareto efficiency, Paul Samuelson, post-industrial society, precariat, principal–agent problem, profit maximization, profit motive, proprietary trading, purchasing power parity, quantitative easing, road to serfdom, Robert Shiller, Ronald Coase, Ronald Reagan, savings glut, scientific management, Scramble for Africa, search costs, shareholder value, Silicon Valley, Simon Kuznets, sovereign wealth fund, spinning jenny, structural adjustment programs, The Great Moderation, The Market for Lemons, The Spirit Level, The Theory of the Leisure Class by Thorstein Veblen, The Wealth of Nations by Adam Smith, Thorstein Veblen, trade liberalization, transaction costs, transfer pricing, trickle-down economics, Vilfredo Pareto, Washington Consensus, working-age population, World Values Survey

To be fair, other schools too focus on particular issues, but the Schumpeterian school exhibits a narrower focus than most. The Keynesian School One-sentence summary: What is good for individuals may not be good for the whole economy. Born in the same year as Schumpeter and sharing the honour of having a whole school named after him is John Maynard Keynes (1883–1946). In terms of intellectual influence, there is no comparison between the two. Keynes was arguably the most important economist of the twentieth century. He redefined the subject by inventing the field of macroeconomics – the branch of economics that analyses the whole economy as an entity that is different from the sum total of its parts.

It takes time for people to search for new jobs and for companies to find the right people. The result is that some people end up spending some time unemployed in the process. This is known as frictional unemployment. Some skills are not wanted any more: technological unemployment Then there is unemployment due to the mismatch between the types of workers demanded and the available workers. This is usually known as technological unemployment or structural unemployment. This is unemployment that we have seen in movies like Roger and Me, the first movie made by Mike Moore, in which he documents the consequence of the closure of a GM car factory in his town, Flint, Michigan, or in The Full Monty, in which six unemployed steel workers in Sheffield, UK, after a draining period of unemployment, launch themselves as a male stripper group.

In reality, smooth transitions almost never happen, if you leave things to the market alone. Even with systematic government subsidies and institutional supports for retraining and relocation (e.g., a bridging loan to buy a house where the new job is before the current one is sold), as used in the Scandinavian countries, it is a struggle to eliminate technological unemployment. Governments and unions create unemployment: political unemployment Believing in the modern version of Say’s Law, many Neoclassical economists have argued that, except in the short run, the law of supply and demand ensures that everyone who wants to work will find a job at the going wage rates.


pages: 444 words: 117,770

The Coming Wave: Technology, Power, and the Twenty-First Century's Greatest Dilemma by Mustafa Suleyman

"World Economic Forum" Davos, 23andMe, 3D printing, active measures, Ada Lovelace, additive manufacturing, agricultural Revolution, AI winter, air gap, Airbnb, Alan Greenspan, algorithmic bias, Alignment Problem, AlphaGo, Alvin Toffler, Amazon Web Services, Anthropocene, artificial general intelligence, Asilomar, Asilomar Conference on Recombinant DNA, ASML, autonomous vehicles, backpropagation, barriers to entry, basic income, benefit corporation, Big Tech, biodiversity loss, bioinformatics, Bletchley Park, Blitzscaling, Boston Dynamics, business process, business process outsourcing, call centre, Capital in the Twenty-First Century by Thomas Piketty, ChatGPT, choice architecture, circular economy, classic study, clean tech, cloud computing, commoditize, computer vision, coronavirus, corporate governance, correlation does not imply causation, COVID-19, creative destruction, CRISPR, critical race theory, crowdsourcing, cryptocurrency, cuban missile crisis, data science, decarbonisation, deep learning, deepfake, DeepMind, deindustrialization, dematerialisation, Demis Hassabis, disinformation, drone strike, drop ship, dual-use technology, Easter island, Edward Snowden, effective altruism, energy transition, epigenetics, Erik Brynjolfsson, Ernest Rutherford, Extinction Rebellion, facts on the ground, failed state, Fairchild Semiconductor, fear of failure, flying shuttle, Ford Model T, future of work, general purpose technology, Geoffrey Hinton, global pandemic, GPT-3, GPT-4, hallucination problem, hive mind, hype cycle, Intergovernmental Panel on Climate Change (IPCC), Internet Archive, Internet of things, invention of the wheel, job automation, John Maynard Keynes: technological unemployment, John von Neumann, Joi Ito, Joseph Schumpeter, Kickstarter, lab leak, large language model, Law of Accelerating Returns, Lewis Mumford, license plate recognition, lockdown, machine readable, Marc Andreessen, meta-analysis, microcredit, move 37, Mustafa Suleyman, mutually assured destruction, new economy, Nick Bostrom, Nikolai Kondratiev, off grid, OpenAI, paperclip maximiser, personalized medicine, Peter Thiel, planetary scale, plutocrats, precautionary principle, profit motive, prompt engineering, QAnon, quantum entanglement, ransomware, Ray Kurzweil, Recombinant DNA, Richard Feynman, Robert Gordon, Ronald Reagan, Sam Altman, Sand Hill Road, satellite internet, Silicon Valley, smart cities, South China Sea, space junk, SpaceX Starlink, stealth mode startup, stem cell, Stephen Fry, Steven Levy, strong AI, synthetic biology, tacit knowledge, tail risk, techlash, techno-determinism, technoutopianism, Ted Kaczynski, the long tail, The Rise and Fall of American Growth, Thomas Malthus, TikTok, TSMC, Turing test, Tyler Cowen, Tyler Cowen: Great Stagnation, universal basic income, uranium enrichment, warehouse robotics, William MacAskill, working-age population, world market for maybe five computers, zero day

THE AUTOMATION DEBATE In the years since I co-founded DeepMind, no AI policy debate has been given more airtime than the future of work—to the point of oversaturation. Here was the original thesis. In the past, new technologies put people out of work, producing what the economist John Maynard Keynes called “technological unemployment.” In Keynes’s view, this was a good thing, with increasing productivity freeing up time for further innovation and leisure. Examples of tech-related displacement are myriad. The introduction of power looms put old-fashioned weavers out of business; motorcars meant that carriage makers and horse stables were no longer needed; lightbulb factories did great as candlemakers went bust.

Brian, 56 artificial capable intelligence (ACI), vii, 77–78, 115, 164, 210 artificial general intelligence (AGI) catastrophe scenarios and, 209, 210 chatbots and, 114 DeepMind founding and, 8 defined, vii, 51 gorilla problem and, 115–16 gradual nature of, 75 superintelligence and, 75, 77, 78, 115 yet to come, 73–74 artificial intelligence (AI) aspirations for, 7–8 autonomy and, 114, 115 as basis of coming wave, 55 benefits of, 10–11 catastrophe scenarios and, 208, 209–11 chatbots, 64, 68, 70, 113–14 Chinese development of, 120–21 choke points in, 251 climate change and, 139 consciousness and, 74, 75 contradictions and, 202 costs of, 64, 68 current applications, 61–62 current capabilities of, 8–9 cyberattacks and, 162–63, 166–67 defined, vii early experiments in, 51–54 efficiency of, 68–69 ego and, 140 ethics and, 254 explanation and, 243 future of, 78 future ubiquity of, 284–85 global reach of, 9–10 hallucination problem and, 243 human brain as fixed target, 67–68 hyper-evolution and, 109 invisibility of, 73 limitations of, 73 medical applications, 110 military applications, 104, 165 Modern Turing Test, 76–77, 78, 115, 190, 210 narrow nature of, 73–74 near-term capabilities, 77 omni-use technology and, 111, 130 openness imperative and, 128–29 potential of, 56, 70, 135 as priority, 60 profit motive and, 134, 135, 136 proliferation of, 68–69 protein structure and, 88–89 red teaming and, 246 regulation attempts, 229, 260–61 research unpredictability and, 130 robotics and, 95, 96, 98 safety and, 241, 243–44 scaling hypothesis, 67–68, 74 self-critical culture and, 270 sentience claims, 72, 75 skepticism about, 72, 179 surveillance and, 193–94, 195, 196 synthetic biology and, 89–90, 109 technological unemployment and, 177–81 Turing test, 75 See also coming wave; deep learning; machine learning arXiv, 129 Asilomar principles, 269–70, 272–73 ASML, 251 asymmetrical impact, 105–7, 234 Atlantis, 5 Atmanirbhar Bharat program (India), 125–26 attention, 63 attention maps, 63 audits, 245–48, 267 Aum Shinrikyo, 212–13, 214 authoritarianism, 153, 158–59, 191–96, 216–17 autocomplete, 63 automated drug discovery, 110 automation, 177–81 autonomy, 105, 113–15, 166, 234 Autor, David, 179 al-Awlaki, Anwar, 171 B backpropagation, 59 bad actor empowerment, 165–66, 208, 266 See also terrorism B corps, 258 Bell, Alexander Graham, 31 Benz, Carl, 24, 285 Berg, Paul, 269–70 BGI Group, 122 bias, 69–70, 239–40 Bioforge, 86 Biological Weapons Convention, 241, 263 biotech.

See disinformation/misinformation Mitchell, Melanie, 73 Model T, 24 Modern Turing Test, 76–77, 78, 115, 190, 210 Mojica, Francisco, 129–30 Montreal Protocol (1987), 45, 263 Moore, Gordon, 32–33, 35 Moore’s Law, 32–33, 67, 81, 108 Motorwagen, 24 Mumford, Lewis, 29, 217 mutually assured destruction, 43 N nanotechnology, 101 narrow path, defined, viii National Laboratory for Quantum Information Sciences (China), 122 nation-state fragility amplifiers, vii, 11 AI and, 166–67 authoritarianism and, 158–59 bad actor empowerment and, 165–66, 168 cyberattacks and, 160–63 democracies and, 158, 185 disinformation and, 169–73 fragility and, 152–54 globalization and, 155–56 inadvertent, 173–77 military applications and, 167–69 power and, 163–64 technological unemployment and, 177–81 nation-states containment and, 143, 159 economic inequality and, 153–54 equilibrium of, 147 functions of, 158 importance of, 151–52 regulation and, 230–31 technology symbiosis with, 156–58 trust and, 152–53 See also geopolitics; governments; nation-state fragility amplifiers Neuralink, 91 neural networks, 59, 64 See also deep learning 1984 (Orwell), 196 Nobel, Alfred, 35 Nordhaus, William, 30–31 North Korea, 44, 161 NotPetya, 161–62, 163 Noyce, Robert, 32 nuclear technology arms race rhetoric and, 126 catastrophe and, 205 containment of, 42–45, 264–65 development of, 41–42 ego and, 141 safety and, 241 NVIDIA, 130, 250, 251 O Odin, 82 offensive vs. defensive capabilities, 157, 234 off-grid living, 198 off switches, 244–45 omni-use technology, 105, 110–12 AI and, 111, 130 containment and, 233 contradictions and, 202 power and, 182 regulation and, 229–30 OpenAI, 62, 64, 69, 251 openness imperative, 127–29 opioids, 36 Oppenheimer, J.


pages: 443 words: 98,113

The Corruption of Capitalism: Why Rentiers Thrive and Work Does Not Pay by Guy Standing

"World Economic Forum" Davos, 3D printing, Airbnb, Alan Greenspan, Albert Einstein, Amazon Mechanical Turk, anti-fragile, Asian financial crisis, asset-backed security, bank run, banking crisis, basic income, Ben Bernanke: helicopter money, Bernie Sanders, Big bang: deregulation of the City of London, Big Tech, bilateral investment treaty, Bonfire of the Vanities, Boris Johnson, Bretton Woods, business cycle, Capital in the Twenty-First Century by Thomas Piketty, carried interest, cashless society, central bank independence, centre right, Clayton Christensen, collapse of Lehman Brothers, collective bargaining, commons-based peer production, credit crunch, crony capitalism, cross-border payments, crowdsourcing, debt deflation, declining real wages, deindustrialization, disruptive innovation, Doha Development Round, Donald Trump, Double Irish / Dutch Sandwich, ending welfare as we know it, eurozone crisis, Evgeny Morozov, falling living standards, financial deregulation, financial innovation, Firefox, first-past-the-post, future of work, Garrett Hardin, gentrification, gig economy, Goldman Sachs: Vampire Squid, Greenspan put, Growth in a Time of Debt, housing crisis, income inequality, independent contractor, information retrieval, intangible asset, invention of the steam engine, investor state dispute settlement, it's over 9,000, James Watt: steam engine, Jeremy Corbyn, job automation, John Maynard Keynes: technological unemployment, labour market flexibility, light touch regulation, Long Term Capital Management, low interest rates, lump of labour, Lyft, manufacturing employment, Mark Zuckerberg, market clearing, Martin Wolf, means of production, megaproject, mini-job, Money creation, Mont Pelerin Society, moral hazard, mortgage debt, mortgage tax deduction, Neil Kinnock, non-tariff barriers, North Sea oil, Northern Rock, nudge unit, Occupy movement, offshore financial centre, oil shale / tar sands, open economy, openstreetmap, patent troll, payday loans, peer-to-peer lending, Phillips curve, plutocrats, Ponzi scheme, precariat, quantitative easing, remote working, rent control, rent-seeking, ride hailing / ride sharing, Right to Buy, Robert Gordon, Ronald Coase, Ronald Reagan, Sam Altman, savings glut, Second Machine Age, secular stagnation, sharing economy, Silicon Valley, Silicon Valley startup, Simon Kuznets, SoftBank, sovereign wealth fund, Stephen Hawking, Steve Ballmer, structural adjustment programs, TaskRabbit, The Chicago School, The Future of Employment, the payments system, The Rise and Fall of American Growth, Thomas Malthus, Thorstein Veblen, too big to fail, Tragedy of the Commons, Travis Kalanick, Uber and Lyft, Uber for X, uber lyft, Y Combinator, zero-sum game, Zipcar

They include the income lenders gain from debt interest; income from ownership of ‘intellectual property’ (such as patents, copyright, brands and trademarks); capital gains on investments; ‘above normal’ company profits (when a firm has a dominant market position that allows it to charge high prices or dictate terms); income from government subsidies; and income of financial and other intermediaries derived from third-party transactions. Classical economists derided rental income as unproductive and undeserved, and poured scorn on rentiers. John Maynard Keynes, the most influential economist of the mid-twentieth century, famously dismissed the rentier as ‘the functionless investor’ who gained income solely from ownership of capital, exploiting its ‘scarcity value’. He concluded in his epochal General Theory that, as capitalism spread, it would mean the euthanasia of the rentier, and, consequently, the euthanasia of the cumulative oppressive power of the capitalist to exploit the scarcity-value of capital … [W]hilst there may be intrinsic reasons for the scarcity of land, there are no intrinsic reasons for the scarcity of capital … I see, therefore, the rentier aspect of capitalism as a transitional phase which will disappear when it has done its work.2 Eighty years on, the rentier is anything but dead; rentiers have become the main beneficiaries of capitalism’s emerging income distribution system.

Some are utopian, such as the postcapitalism of Paul Mason, imagining an era of free information and information sharing.17 Some are decidedly dystopian, where the robots – or rather their owners – are in control and mass joblessness is coupled with a ‘panopticon’ state subjecting the proles to intrusive surveillance, medicalised therapy and brain control. The pessimists paint a ‘world without work’.18 With every technological revolution there is a scare that machines will cause ‘technological unemployment’. This time, the Jeremiahs seem a majority. Fortunately, we are still in the early stages, when collective action can assert democratic control. Whether or not they will do so in the future, the technologies have not yet produced mass unemployment. Although measured unemployment is higher than a few decades ago, this must be seen in the context of population growth and globalisation, in which the world’s labour supply has more than tripled.

So, while technology is not necessarily destroying jobs, it is helping to destroy the old income distribution system, creating a rental wedge between profits, which are growing and becoming more concentrated, and wages, which are falling and becoming more volatile and uncertain. The threat is technology-induced inequality, not technological unemployment. THE SECOND GILDED AGE Today, we are living in a Second Gilded Age – with one significant difference. In the first, which ended in the Great Crash of 1929, inequality grew sharply but wages on average rose as well. The Second Gilded Age has also involved growing inequality, but this time real wages on average have stagnated or fallen.


pages: 336 words: 83,903

The Refusal of Work: The Theory and Practice of Resistance to Work by David Frayne

anti-work, antiwork, basic income, Bertrand Russell: In Praise of Idleness, Californian Ideology, call centre, capitalist realism, classic study, clockwatching, critique of consumerism, David Graeber, deindustrialization, deskilling, emotional labour, Ford Model T, future of work, Herbert Marcuse, John Maynard Keynes: Economic Possibilities for our Grandchildren, John Maynard Keynes: technological unemployment, Kickstarter, knowledge economy, knowledge worker, low skilled workers, McJob, means of production, moral panic, new economy, Paradox of Choice, post-work, profit motive, Silicon Valley, Silicon Valley ideology, Skype, unpaid internship, work culture , working poor, young professional

Within the existing structures of capitalist society, the displacement of workers by mechanisation and productivity growth is obviously a grave cause for concern. It leads to forced unemployment (often called ‘technological unemployment’), spelling poverty and social exclusion for thousands of people. However, the elimination of human labour by developments in production technology has also been celebrated by the ‘end of work’ authors, because it opens up the theoretical possibility of a huge expansion of free-time. There have been many versions of this core idea. We find one such version in a famous essay by John Maynard Keynes, for whom the promise of greater freedom from work seemed like a realistic and relatively imminent possibility.


pages: 317 words: 84,400

Automate This: How Algorithms Came to Rule Our World by Christopher Steiner

23andMe, Ada Lovelace, airport security, Al Roth, algorithmic trading, Apollo 13, backtesting, Bear Stearns, big-box store, Black Monday: stock market crash in 1987, Black-Scholes formula, call centre, Charles Babbage, cloud computing, collateralized debt obligation, commoditize, Credit Default Swap, credit default swaps / collateralized debt obligations, delta neutral, Donald Trump, Douglas Hofstadter, dumpster diving, financial engineering, Flash crash, G4S, Gödel, Escher, Bach, Hacker News, High speed trading, Howard Rheingold, index fund, Isaac Newton, Jim Simons, John Markoff, John Maynard Keynes: technological unemployment, knowledge economy, late fees, machine translation, Marc Andreessen, Mark Zuckerberg, market bubble, Max Levchin, medical residency, money market fund, Myron Scholes, Narrative Science, PageRank, pattern recognition, Paul Graham, Pierre-Simon Laplace, prediction markets, proprietary trading, quantitative hedge fund, Renaissance Technologies, ride hailing / ride sharing, risk tolerance, Robert Mercer, Sergey Aleynikov, side project, Silicon Valley, Skype, speech recognition, Spread Networks laid a new fibre optics cable between New York and Chicago, transaction costs, upwardly mobile, Watson beat the top human players on Jeopardy!, Y Combinator

McAfee, wrote, “Many workers, in short, are losing the race against the machine.”3 The median worker, the average white-collar accountant, the MIT pair warn, should prepare to be replaced. Academics have made such predictions before. When machines began taking over manufacturing tasks in the 1920s and 1930s, John Maynard Keynes sounded the alarm for a “new disease” he termed “technological unemployment,” which happens when jobs can’t be replaced as fast as they’re eliminated by automation.4 Keynes’s warning was blown off as hyperbolic when it didn’t prove out. But perhaps his theory was simply ninety years early. Since the end of the recession in June 2009, according to Brynjolfsson and McAfee, corporations have spent 26 percent more on technology and software but haven’t raised their payrolls at all.


pages: 626 words: 167,836

The Technology Trap: Capital, Labor, and Power in the Age of Automation by Carl Benedikt Frey

3D printing, AlphaGo, Alvin Toffler, autonomous vehicles, basic income, Bernie Sanders, Branko Milanovic, British Empire, business cycle, business process, call centre, Cambridge Analytica, Capital in the Twenty-First Century by Thomas Piketty, Charles Babbage, Clayton Christensen, collective bargaining, computer age, computer vision, Corn Laws, Cornelius Vanderbilt, creative destruction, data science, David Graeber, David Ricardo: comparative advantage, deep learning, DeepMind, deindustrialization, demographic transition, desegregation, deskilling, Donald Trump, driverless car, easy for humans, difficult for computers, Edward Glaeser, Elon Musk, Erik Brynjolfsson, everywhere but in the productivity statistics, factory automation, Fairchild Semiconductor, falling living standards, first square of the chessboard / second half of the chessboard, Ford Model T, Ford paid five dollars a day, Frank Levy and Richard Murnane: The New Division of Labor, full employment, future of work, game design, general purpose technology, Gini coefficient, Great Leap Forward, Hans Moravec, high-speed rail, Hyperloop, income inequality, income per capita, independent contractor, industrial cluster, industrial robot, intangible asset, interchangeable parts, Internet of things, invention of agriculture, invention of movable type, invention of the steam engine, invention of the wheel, Isaac Newton, James Hargreaves, James Watt: steam engine, Jeremy Corbyn, job automation, job satisfaction, job-hopping, John Maynard Keynes: Economic Possibilities for our Grandchildren, John Maynard Keynes: technological unemployment, Joseph Schumpeter, Kickstarter, Kiva Systems, knowledge economy, knowledge worker, labor-force participation, labour mobility, Lewis Mumford, Loebner Prize, low skilled workers, machine translation, Malcom McLean invented shipping containers, manufacturing employment, mass immigration, means of production, Menlo Park, minimum wage unemployment, natural language processing, new economy, New Urbanism, Nick Bostrom, Norbert Wiener, nowcasting, oil shock, On the Economy of Machinery and Manufactures, OpenAI, opioid epidemic / opioid crisis, Pareto efficiency, pattern recognition, pink-collar, Productivity paradox, profit maximization, Renaissance Technologies, rent-seeking, rising living standards, Robert Gordon, Robert Solow, robot derives from the Czech word robota Czech, meaning slave, safety bicycle, Second Machine Age, secular stagnation, self-driving car, seminal paper, Silicon Valley, Simon Kuznets, social intelligence, sparse data, speech recognition, spinning jenny, Stephen Hawking, tacit knowledge, The Future of Employment, The Rise and Fall of American Growth, The Wealth of Nations by Adam Smith, Thomas Malthus, total factor productivity, trade route, Triangle Shirtwaist Factory, Turing test, union organizing, universal basic income, warehouse automation, washing machines reduced drudgery, wealth creators, women in the workforce, working poor, zero-sum game

Though there have clearly been episodes when workers have suffered hardships as technology has advanced, fears over end-of-work scenarios have always been overblown, as has the idea that we would all give up work and live a life of fulfillment and leisure. In the 1930 “Economic Possibilities for Our Grandchildren,” John Maynard Keynes famously declared that mechanization was progressing at a rate greater than at any other time in history. Our discovery of ways to replace people with machines, he suggested, was outrunning the pace at which new uses for labor could be found—which he held would lead to widespread technological unemployment. Keynes’s essay was a reflection of the productivity boom of the 1920s, which did indeed come with some adjustment problems that sparked a revival of the machinery question (see chapter 7).

In the early 1930s, discussions of machines stealing citizens’ jobs were featured in radio talk shows, films, and academic conferences, and the Committee on Labor of the House of Representatives even held several hearings on the subject.3 The return of machinery angst cannot be explained in complete isolation from the Great Depression, which certainly exacerbated and prolonged concerns about technological unemployment. Yet the latter was not the cause of the former. As the economic historian Gregory Woirol has pointed out, “The honor of starting the technological unemployment debates belongs to Secretary of Labor James J. Davis.”4 In a 1927 speech, two years before the outbreak of the Great Depression, Davis was the first to take note of the technological challenges facing labor: For a long time it was thought impossible to turn out machines capable of replacing human skill in the making of glass.

However, his later analysis suggested the opposite: mechanization, he found, had been a key factor in unemployment.12 As economists today still struggle to isolate the share of nonemployment attributable to technology, it should be no surprise that research efforts of the 1930s faced similar challenges. At the time, Leo Wolman, who served in the National Recovery Administration during the Great Depression, pointed at several empirical issues limiting progress in studies of technological unemployment, of which many seemed hard to overcome.13 Despite statistical challenges, the emerging consensus among contemporary economists was that there was technological unemployment, albeit of temporary nature. The likes of Paul H. Douglas, Alvin Hansen, and Rexford G. Tugwell all argued that labor market rigidities were impeding the process by which workers would be reabsorbed into new jobs: the expense of moving between locations, the human drags of retraining, and the psychological pressures of job loss made adjustment costly and hard.


pages: 332 words: 89,668

Two Nations, Indivisible: A History of Inequality in America: A History of Inequality in America by Jamie Bronstein

Affordable Care Act / Obamacare, back-to-the-land, barriers to entry, basic income, Bernie Sanders, big-box store, Black Lives Matter, blue-collar work, Branko Milanovic, British Empire, Capital in the Twenty-First Century by Thomas Piketty, clean water, cognitive dissonance, collateralized debt obligation, collective bargaining, Community Supported Agriculture, corporate personhood, crony capitalism, deindustrialization, desegregation, Donald Trump, ending welfare as we know it, Frederick Winslow Taylor, full employment, Gini coefficient, Glass-Steagall Act, income inequality, interchangeable parts, invisible hand, job automation, John Maynard Keynes: technological unemployment, labor-force participation, land reform, land tenure, longitudinal study, low skilled workers, low-wage service sector, mandatory minimum, mass incarceration, minimum wage unemployment, moral hazard, moral panic, mortgage debt, New Urbanism, non-tariff barriers, obamacare, occupational segregation, Occupy movement, oil shock, plutocrats, price discrimination, race to the bottom, rent control, road to serfdom, Ronald Reagan, Sam Peltzman, scientific management, Scientific racism, Simon Kuznets, single-payer health, Strategic Defense Initiative, strikebreaker, the long tail, too big to fail, trade route, transcontinental railway, Triangle Shirtwaist Factory, trickle-down economics, universal basic income, Upton Sinclair, upwardly mobile, urban renewal, vertical integration, W. E. B. Du Bois, wage slave, War on Poverty, women in the workforce, working poor, Works Progress Administration

Hoover also requested that unions hold the line on wage increase requests, that employers not cut their payrolls, and that state governors consider undertaking infrastructure projects.7 But Hoover was neither willing nor able to compel businesses to hire workers, nor states to spend money, and even the economist John Maynard Keynes had not, by Hoover’s term in office, fully developed his theory that government spending could “prime the pump” for economic recovery.8 Although businesses could not be compelled, workers could. Beginning in 1931, Hoover’s Secretary of Labor, William Doak, responded to unemployment by seeking out migrants without a legal immigration status through a series of government-sponsored raids on low-wage industries.

On the other hand, she advocated for black state directors of black NYA activities (although she tolerated the payment of disproportionately low salaries).39 Like McLeod Bethune, the New Deal adjusted to the South’s ongoing commitment to white supremacy. BEYOND THE NEW DEAL The New Deal was an experiment in the use of government tools to solve economic problems, but Roosevelt encountered pressure from more radical suggestions for redistribution of income. Some who called for change pointed to technological unemployment; in the modern economy, some lost jobs were just not coming back, as the tractor could do a job faster than the hoe. Others argued that economic growth was hindered by lack of economic distribution.40 For example, the philosopher John Dewey headed the People’s Lobby, one of many groups to argue that the Great Depression had been caused by underconsumption as workers could not afford to purchase consumer goods.


pages: 339 words: 94,769

Possible Minds: Twenty-Five Ways of Looking at AI by John Brockman

AI winter, airport security, Alan Turing: On Computable Numbers, with an Application to the Entscheidungsproblem, Alignment Problem, AlphaGo, artificial general intelligence, Asilomar, autonomous vehicles, basic income, Benoit Mandelbrot, Bill Joy: nanobots, Bletchley Park, Buckminster Fuller, cellular automata, Claude Shannon: information theory, Computing Machinery and Intelligence, CRISPR, Daniel Kahneman / Amos Tversky, Danny Hillis, data science, David Graeber, deep learning, DeepMind, Demis Hassabis, easy for humans, difficult for computers, Elon Musk, Eratosthenes, Ernest Rutherford, fake news, finite state, friendly AI, future of work, Geoffrey Hinton, Geoffrey West, Santa Fe Institute, gig economy, Hans Moravec, heat death of the universe, hype cycle, income inequality, industrial robot, information retrieval, invention of writing, it is difficult to get a man to understand something, when his salary depends on his not understanding it, James Watt: steam engine, Jeff Hawkins, Johannes Kepler, John Maynard Keynes: Economic Possibilities for our Grandchildren, John Maynard Keynes: technological unemployment, John von Neumann, Kevin Kelly, Kickstarter, Laplace demon, Large Hadron Collider, Loebner Prize, machine translation, market fundamentalism, Marshall McLuhan, Menlo Park, military-industrial complex, mirror neurons, Nick Bostrom, Norbert Wiener, OpenAI, optical character recognition, paperclip maximiser, pattern recognition, personalized medicine, Picturephone, profit maximization, profit motive, public intellectual, quantum cryptography, RAND corporation, random walk, Ray Kurzweil, Recombinant DNA, Richard Feynman, Rodney Brooks, self-driving car, sexual politics, Silicon Valley, Skype, social graph, speech recognition, statistical model, Stephen Hawking, Steven Pinker, Stewart Brand, strong AI, superintelligent machines, supervolcano, synthetic biology, systems thinking, technological determinism, technological singularity, technoutopianism, TED Talk, telemarketer, telerobotics, The future is already here, the long tail, the scientific method, theory of mind, trolley problem, Turing machine, Turing test, universal basic income, Upton Sinclair, Von Neumann architecture, Whole Earth Catalog, Y2K, you are the product, zero-sum game

Accountants, many legal and medical professionals, financial analysts and stockbrokers, travel agents—in fact, a large fraction of white-collar jobs—will disappear as a result of sophisticated machine-learning programs. We face a future in which factories churn out goods with very few employees and the movement of goods is largely automated, as are many services. What’s left for humans to do? In 1930—long before the advent of computers, let alone AI—John Maynard Keynes wrote, in an essay called “Economic Possibilities for Our Grandchildren,” that as a result of improvements in productivity, society could produce all its needs with a fifteen-hour workweek. He also predicted, along with the growth of creative leisure, the end of money and wealth as a goal: We shall be able to afford to dare to assess the money-motive at its true value.

The message, in other words, does not adequately convey the stakes of the game. Wiener primarily warned of the social risks—risks stemming from careless integration of machine-generated decisions with governance processes and misuse (by humans) of such automated decision making. Likewise, the current “serious” debate about AI risks focuses mostly on things like technological unemployment or biases in machine learning. While such discussions can be valuable and address pressing short-term problems, they are also stunningly parochial. I’m reminded of Yudkowsky’s quip in a blog post: “[A]sking about the effect of machine superintelligence on the conventional human labor market is like asking how US-Chinese trade patterns would be affected by the Moon crashing into the Earth.


pages: 360 words: 101,038

The Revenge of Analog: Real Things and Why They Matter by David Sax

Airbnb, barriers to entry, big-box store, call centre, cloud computing, creative destruction, death of newspapers, declining real wages, delayed gratification, dematerialisation, deskilling, Detroit bankruptcy, digital capitalism, digital divide, Elon Musk, Erik Brynjolfsson, game design, gentrification, hype cycle, hypertext link, informal economy, Jaron Lanier, Jeff Bezos, job automation, John Markoff, John Maynard Keynes: technological unemployment, Joseph Schumpeter, Kevin Kelly, Khan Academy, Kickstarter, knowledge economy, low cost airline, low skilled workers, mandatory minimum, Marc Andreessen, Mark Zuckerberg, Marshall McLuhan, military-industrial complex, Minecraft, new economy, Nicholas Carr, off-the-grid, One Laptop per Child (OLPC), PalmPilot, Paradox of Choice, Peter Thiel, Ponzi scheme, quantitative hedge fund, race to the bottom, Rosa Parks, Salesforce, Second Machine Age, self-driving car, Sheryl Sandberg, short selling, Silicon Valley, Silicon Valley startup, Skype, Snapchat, Steve Jobs, technoutopianism, TED Talk, the long tail, Travis Kalanick, Tyler Cowen, upwardly mobile, warehouse robotics, Whole Earth Catalog, work culture

If the answer is a job that can either be done by a computer with artificial intelligence or a robot equipped with one, you might want to think about a new career path. Futurists and technology leaders offer a sunnier view: all this displacement could simply be a way station to a period of technological bliss. John Maynard Keynes, the father of modern economics, predicted in 1930 that we would reach the point where machines do all the work we don’t want to do, and man simply spends his time basking in idle thought. We will welcome our Terminators with open arms as they fix us cocktails. Or, for those who don’t want to spend all day philosophizing, disruption will only create more opportunities for employment.

“There is no economic law that says that everyone, or even most people, automatically benefit from technological progress,” wrote economists Erik Brynjolfsson and Andrew McAfee in their groundbreaking 2012 book Race Against the Machine, which highlighted the growing gap between technological progress and job creation. “The threat of technological unemployment is real.” Brynjolfsson and McAfee are not technophobes gripped by a fear of progress. They point to previous disruptions in labor during the technological leaps of the industrial and mechanized ages, and show how these eventually led to greater middle-class wealth and job creation, as productivity increased.


pages: 486 words: 150,849

Evil Geniuses: The Unmaking of America: A Recent History by Kurt Andersen

"Friedman doctrine" OR "shareholder theory", "World Economic Forum" Davos, affirmative action, Affordable Care Act / Obamacare, air traffic controllers' union, airline deregulation, airport security, Alan Greenspan, always be closing, American ideology, American Legislative Exchange Council, An Inconvenient Truth, anti-communist, Apple's 1984 Super Bowl advert, artificial general intelligence, autonomous vehicles, basic income, Bear Stearns, Bernie Sanders, blue-collar work, Bonfire of the Vanities, bonus culture, Burning Man, call centre, Capital in the Twenty-First Century by Thomas Piketty, carbon tax, Cass Sunstein, centre right, computer age, contact tracing, coronavirus, corporate governance, corporate raider, cotton gin, COVID-19, creative destruction, Credit Default Swap, cryptocurrency, deep learning, DeepMind, deindustrialization, Donald Trump, Dr. Strangelove, Elon Musk, ending welfare as we know it, Erik Brynjolfsson, feminist movement, financial deregulation, financial innovation, Francis Fukuyama: the end of history, future of work, Future Shock, game design, General Motors Futurama, George Floyd, George Gilder, Gordon Gekko, greed is good, Herbert Marcuse, Herman Kahn, High speed trading, hive mind, income inequality, industrial robot, interchangeable parts, invisible hand, Isaac Newton, It's morning again in America, James Watt: steam engine, Jane Jacobs, Jaron Lanier, Jeff Bezos, jitney, Joan Didion, job automation, John Maynard Keynes: Economic Possibilities for our Grandchildren, John Maynard Keynes: technological unemployment, Joseph Schumpeter, junk bonds, Kevin Roose, knowledge worker, lockdown, low skilled workers, Lyft, Mark Zuckerberg, market bubble, mass immigration, mass incarceration, Menlo Park, Naomi Klein, new economy, Norbert Wiener, Norman Mailer, obamacare, Overton Window, Peter Thiel, Picturephone, plutocrats, post-industrial society, Powell Memorandum, pre–internet, public intellectual, Ralph Nader, Right to Buy, road to serfdom, Robert Bork, Robert Gordon, Robert Mercer, Ronald Reagan, Saturday Night Live, Seaside, Florida, Second Machine Age, shareholder value, Silicon Valley, social distancing, Social Responsibility of Business Is to Increase Its Profits, Steve Jobs, Stewart Brand, stock buybacks, strikebreaker, tech billionaire, The Death and Life of Great American Cities, The Future of Employment, The Rise and Fall of American Growth, The Wealth of Nations by Adam Smith, Tim Cook: Apple, too big to fail, trickle-down economics, Tyler Cowen, Tyler Cowen: Great Stagnation, Uber and Lyft, uber lyft, union organizing, universal basic income, Unsafe at Any Speed, urban planning, urban renewal, very high income, wage slave, Wall-E, War on Poverty, We are all Keynesians now, Whole Earth Catalog, winner-take-all economy, women in the workforce, working poor, young professional, éminence grise

In 1930—just after the word robot was invented, just as Aldous Huxley was imagining the dystopia of Brave New World and just before H. G. Wells depicted the utopia of The Shape of Things to Come—their friend John Maynard Keynes saw the economic future.*1 “We are being afflicted with a new disease,” he wrote in a speculative essay called “Economic Possibilities for Our Grandchildren,” a disease of which “readers will hear a great deal in the years to come—namely, technological unemployment. This means unemployment due to our discovery of means of economizing the use of labor outrunning the pace at which we can find new uses for labor.” It would become a bigger and bigger problem, the founder of macroeconomics warned, and in about a century—that is, around 2030—it would finally require a major rethink of how we organize economies.

One of the main challenges will be changing what Harari calls the moral viewpoint. We need to think of his scary wolf, AI and robots, not necessarily as a terrifying predator. Instead, they can be like the gray wolves that we tamed thousands of years ago and turned into humans’ best friend—dogs. Technological unemployment and its approaching endgame are indeed an existential threat, but they’re also a potentially grand existential opportunity. And taking advantage will first require a shift by the United States to some kind of economic democracy, taking the power away from big business and the rich to write all the rules only to serve themselves.


pages: 385 words: 123,168

Bullshit Jobs: A Theory by David Graeber

1960s counterculture, active measures, antiwork, basic income, Berlin Wall, Bernie Sanders, Bertrand Russell: In Praise of Idleness, Black Lives Matter, Bretton Woods, Buckminster Fuller, business logic, call centre, classic study, cognitive dissonance, collateralized debt obligation, data science, David Graeber, do what you love, Donald Trump, emotional labour, equal pay for equal work, full employment, functional programming, global supply chain, High speed trading, hiring and firing, imposter syndrome, independent contractor, informal economy, Jarndyce and Jarndyce, Jarndyce and Jarndyce, job automation, John Maynard Keynes: technological unemployment, knowledge worker, moral panic, Post-Keynesian economics, post-work, precariat, Rutger Bregman, scientific management, Silicon Valley, Silicon Valley startup, single-payer health, software as a service, telemarketer, The Future of Employment, Thorstein Veblen, too big to fail, Travis Kalanick, universal basic income, unpaid internship, wage slave, wages for housework, women in the workforce, working poor, Works Progress Administration, young professional, éminence grise

No one seems to feel free to say what they really feel about such matters—at least in public. It was plausible, but I didn’t really know. In a way, I wrote the piece as a kind of experiment. I was interested to see what sort of response it would elicit. This is what I wrote for the August 2013 issue: On the Phenomenon of Bullshit Jobs In the year 1930, John Maynard Keynes predicted that, by century’s end, technology would have advanced sufficiently that countries like Great Britain or the United States would have achieved a fifteen-hour work week. There’s every reason to believe he was right. In technological terms, we are quite capable of this. And yet it didn’t happen.

on the political ramifications of bullshitization and consequent decline of productivity in the caring sector as it relates to the possibility of a revolt of the caring classes Since at least the Great Depression, we’ve been hearing warnings that automation was or was about to be throwing millions out of work—Keynes at the time coined the term “technological unemployment,” and many assumed the mass unemployment of the 1930s was just a sign of things to come—and while this might make it seem such claims have always been somewhat alarmist, what this book suggests is that the opposite was the case. They were entirely accurate. Automation did, in fact, lead to mass unemployment.


pages: 596 words: 163,682

The Third Pillar: How Markets and the State Leave the Community Behind by Raghuram Rajan

"Friedman doctrine" OR "shareholder theory", activist fund / activist shareholder / activist investor, affirmative action, Affordable Care Act / Obamacare, air traffic controllers' union, airline deregulation, Albert Einstein, Andrei Shleifer, banking crisis, barriers to entry, basic income, battle of ideas, Bernie Sanders, blockchain, borderless world, Bretton Woods, British Empire, Build a better mousetrap, business cycle, business process, capital controls, Capital in the Twenty-First Century by Thomas Piketty, Carl Icahn, central bank independence, computer vision, conceptual framework, corporate governance, corporate raider, corporate social responsibility, creative destruction, crony capitalism, crowdsourcing, cryptocurrency, currency manipulation / currency intervention, data acquisition, David Brooks, Deng Xiaoping, desegregation, deskilling, disinformation, disruptive innovation, Donald Trump, driverless car, Edward Glaeser, facts on the ground, financial innovation, financial repression, full employment, future of work, Glass-Steagall Act, global supply chain, Great Leap Forward, high net worth, household responsibility system, housing crisis, Ida Tarbell, illegal immigration, income inequality, industrial cluster, intangible asset, invention of the steam engine, invisible hand, Jaron Lanier, job automation, John Maynard Keynes: technological unemployment, joint-stock company, Joseph Schumpeter, labor-force participation, Les Trente Glorieuses, low interest rates, low skilled workers, manufacturing employment, market fundamentalism, Martin Wolf, means of production, Money creation, moral hazard, Network effects, new economy, Nicholas Carr, obamacare, opioid epidemic / opioid crisis, Productivity paradox, profit maximization, race to the bottom, Richard Thaler, Robert Bork, Robert Gordon, Ronald Reagan, Sam Peltzman, shareholder value, Silicon Valley, social distancing, Social Responsibility of Business Is to Increase Its Profits, SoftBank, South China Sea, South Sea Bubble, Stanford marshmallow experiment, Steve Jobs, superstar cities, The Future of Employment, The Wealth of Nations by Adam Smith, trade liberalization, trade route, transaction costs, transfer pricing, Travis Kalanick, Tyler Cowen, Tyler Cowen: Great Stagnation, universal basic income, Upton Sinclair, Walter Mischel, War on Poverty, women in the workforce, working-age population, World Values Survey, Yom Kippur War, zero-sum game

Sandel, What Money Can’t Buy: The Moral Limits of Markets (New York: Farrar, Straus and Giroux, 2013). 18. See Michael Walzer, Spheres of Justice: A Defense of Pluralism and Equality (New York: Basic Books, 1983). 19. “Money in Film: Businessmen Are Always the Villains,” The Economist, October 16, 2015, https://www.economist.com/blogs/prospero/2015/10/money-film. EPILOGUE 1. John Maynard Keynes, “Economic Prospects for our Grandchildren” in Essays in Persuasion, (New York: W.W. Norton & Co., 1963): 358–73. ABCDEFGHIJKLMNOPQRSTUVWXYZ INDEX The page numbers in this index refer to the printed version of this book. The link provided will take you to the beginning of that print page.

Before we end this chapter, we need to discuss three issues. First, to what extent should some of the support beyond the Beveridge level of care, for those who have not saved money or paid for insurance, be decided and administered by the community? Second, should we prepare for increasing technological unemployment with schemes like a universal basic income? Third, how do we pay for the entitlements that have already been committed to, as well as the outstanding government debt, even before we embark on creating new entitlements? COMMUNITY-DETERMINED ADDITIONAL SUPPORT The basic level of economic support in case of unemployment, disability, or old age should have no conditions attached.

It is to give every adult in the country a universal basic income (UBI), which will be enough to live a decent life, with no questions asked. The difference from the basic support we discussed above is that UBI would be set at much higher levels, and paid to everyone regardless of need. There is an ongoing debate about whether those who fear technological unemployment are too pessimistic, underestimating the ability of markets and human ingenuity to find productive uses for unemployed humans. History suggests the optimists have been right thus far, but this time could be different. UBI, in principle, is extremely simple. Each adult would get a monthly check for themselves and their dependents.


pages: 918 words: 257,605

The Age of Surveillance Capitalism by Shoshana Zuboff

"World Economic Forum" Davos, algorithmic bias, Amazon Web Services, Andrew Keen, augmented reality, autonomous vehicles, barriers to entry, Bartolomé de las Casas, behavioural economics, Berlin Wall, Big Tech, bitcoin, blockchain, blue-collar work, book scanning, Broken windows theory, California gold rush, call centre, Cambridge Analytica, Capital in the Twenty-First Century by Thomas Piketty, Cass Sunstein, choice architecture, citizen journalism, Citizen Lab, classic study, cloud computing, collective bargaining, Computer Numeric Control, computer vision, connected car, context collapse, corporate governance, corporate personhood, creative destruction, cryptocurrency, data science, deep learning, digital capitalism, disinformation, dogs of the Dow, don't be evil, Donald Trump, Dr. Strangelove, driverless car, Easter island, Edward Snowden, en.wikipedia.org, Erik Brynjolfsson, Evgeny Morozov, facts on the ground, fake news, Ford Model T, Ford paid five dollars a day, future of work, game design, gamification, Google Earth, Google Glasses, Google X / Alphabet X, Herman Kahn, hive mind, Ian Bogost, impulse control, income inequality, information security, Internet of things, invention of the printing press, invisible hand, Jean Tirole, job automation, Johann Wolfgang von Goethe, John Markoff, John Maynard Keynes: Economic Possibilities for our Grandchildren, John Maynard Keynes: technological unemployment, Joseph Schumpeter, Kevin Kelly, Kevin Roose, knowledge economy, Lewis Mumford, linked data, longitudinal study, low skilled workers, Mark Zuckerberg, market bubble, means of production, multi-sided market, Naomi Klein, natural language processing, Network effects, new economy, Occupy movement, off grid, off-the-grid, PageRank, Panopticon Jeremy Bentham, pattern recognition, Paul Buchheit, performance metric, Philip Mirowski, precision agriculture, price mechanism, profit maximization, profit motive, public intellectual, recommendation engine, refrigerator car, RFID, Richard Thaler, ride hailing / ride sharing, Robert Bork, Robert Mercer, Salesforce, Second Machine Age, self-driving car, sentiment analysis, shareholder value, Sheryl Sandberg, Shoshana Zuboff, Sidewalk Labs, Silicon Valley, Silicon Valley ideology, Silicon Valley startup, slashdot, smart cities, Snapchat, social contagion, social distancing, social graph, social web, software as a service, speech recognition, statistical model, Steve Bannon, Steve Jobs, Steven Levy, structural adjustment programs, surveillance capitalism, technological determinism, TED Talk, The Future of Employment, The Wealth of Nations by Adam Smith, Tim Cook: Apple, two-sided market, union organizing, vertical integration, Watson beat the top human players on Jeopardy!, winner-take-all economy, Wolfgang Streeck, work culture , Yochai Benkler, you are the product

Bradford De Long and Barry Eichengreen, “The Marshall Plan: History’s Most Successful Structural Adjustment Program,” in Post–World War II Economic Reconstruction and Its Lessons for Eastern Europe Today, ed. Rudiger Dornbusch (Cambridge, MA: MIT Press, 1991); Baldwin, The Politics of Social Solidarity; Amenta, “Redefining the New Deal”; Robert H. Wiebe, The Search for Order: 1877–1920 (New York: Hill and Wang, 1967); John Maynard Keynes, “Economic Possibilities for Our Grandchildren,” in Essays in Persuasion (New York: W. W. Norton, 1930). By 2014, a Standard and Poor’s report concluded that income inequality impedes economic growth and destabilizes the social fabric, a fact that Henry Ford had long ago acknowledged with his five-dollar day.

For example, a 2004 white paper from the Kansas City Federal Reserve singles out “voice recognition” as a significant threat to future employment rates: “Advances in voice recognition technology, expert systems, and artificial intelligence may eventually allow computers to handle many customer service jobs and perhaps even routine x-ray screening.” See C. Alan Garner, “Offshoring in the Service Sector: Economic Impact and Policy Issues,” Economic Review 89, no. 3 (2004): 5–37. Frey and Osborne’s much-cited 2013 study of technological unemployment sounded the same theme: “Moreover, a company called SmartAction now provides call computerisation solutions that use ML technology and advanced speech recognition to improve upon conventional interactive voice response systems, realising cost savings of 60 to 80 percent over an outsourced call center consisting of human labour.”