But facing the sea change that AI will bring can be paralyzing. How should companies set strategies, governments design policies, and people plan their lives for a world so different from what we know? In the face of such uncertainty, many analysts either cower in fear or predict an impossibly sunny future.But in Prediction Machines, three eminent economists recast the rise of AI as a drop in the cost of prediction. With this single, masterful stroke, they lift the curtain on the AI-is-magic hype and show how basic tools from economics provide clarity about the AI revolution and a basis for action by CEOs, managers, policy makers, investors, and entrepreneurs.When AI is framed as cheap prediction, its extraordinary potential becomes clear: Prediction is at the heart of making decisions under uncertainty. Our businesses and personal lives are riddled with such decisions. Prediction tools increase productivity--operating machines, handling documents, communicating with customers. Uncertainty constrains strategy. Better prediction creates opportunities for new business structures and strategies to compete. Penetrating, fun, and always insightful and practical, Prediction Machines follows its inescapable logic to explain how to navigate the changes on the horizon. The impact of AI will be profound, but the economic framework for understanding it is surprisingly simple.

    Narrowing the thousands of factors that can shape a country’s fortunes to ten clear rules, Sharma explains how to spot political, economic, and social changes in real time. He shows how to read political headlines, black markets, the price of onions, and billionaire rankings as signals of booms, busts, and protests. Set in a post-crisis age that has turned the world upside down, replacing fast growth with slow growth and political calm with revolt, Sharma’s pioneering book is an entertaining field guide to understanding change in this era or any era.A Library Journal Best Book of 2016

    The other books in the series are The Black Swan, Antifragile,and The Bed of Procrustes.

    He solidified his standing as the nation's foremost political forecaster with his near perfect prediction of the 2012 election. Silver is the founder and editor in chief of FiveThirtyEight.com. Drawing on his own groundbreaking work, Silver examines the world of prediction, investigating how we can distinguish a true signal from a universe of noisy data. Most predictions fail, often at great cost to society, because most of us have a poor understanding of probability and uncertainty. Both experts and laypeople mistake more confident predictions for more accurate ones. But overconfidence is often the reason for failure. If our appreciation of uncertainty improves, our predictions can get better too. This is the "prediction paradox": The more humility we have about our ability to make predictions, the more successful we can be in planning for the future.In keeping with his own aim to seek truth from data, Silver visits the most successful forecasters in a range of areas, from hurricanes to baseball, from the poker table to the stock market, from Capitol Hill to the NBA. He explains and evaluates how these forecasters think and what bonds they share. What lies behind their success? Are they good-or just lucky? What patterns have they unraveled? And are their forecasts really right? He explores unanticipated commonalities and exposes unexpected juxtapositions. And sometimes, it is not so much how good a prediction is in an absolute sense that matters but how good it is relative to the competition. In other cases, prediction is still a very rudimentary-and dangerous-science.Silver observes that the most accurate forecasters tend to have a superior command of probability, and they tend to be both humble and hardworking. They distinguish the predictable from the unpredictable, and they notice a thousand little details that lead them closer to the truth. Because of their appreciation of probability, they can distinguish the signal from the noise.

    Drawing on vast data sets and cutting-edge research, he explains the benign and malign forces that make inequality rise and fall within and among nations. He also reveals who has been helped the most by globalization, who has been held back, and what policies might tilt the balance toward economic justice.Global Inequality takes us back hundreds of years, and as far around the world as data allow, to show that inequality moves in cycles, fueled by war and disease, technological disruption, access to education, and redistribution. The recent surge of inequality in the West has been driven by the revolution in technology, just as the Industrial Revolution drove inequality 150 years ago. But even as inequality has soared within nations, it has fallen dramatically among nations, as middle-class incomes in China and India have drawn closer to the stagnating incomes of the middle classes in the developed world. A more open migration policy would reduce global inequality even further.Both American and Chinese inequality seems well entrenched and self-reproducing, though it is difficult to predict if current trends will be derailed by emerging plutocracy, populism, or war. For those who want to understand how we got where we are, where we may be heading, and what policies might help reverse that course, Milanovic s compelling explanation is the ideal place to start."

    Now, he faces his most important—and difficult—audience yet. Using clear language and vivid examples, Varoufakis offers a series of letters to his young daughter about the economy: how it operates, where it came from, how it benefits some while impoverishing others. Taking bankers and politicians to task, he explains the historical origins of inequality among and within nations, questions the pervasive notion that everything has its price, and shows why economic instability is a chronic risk. Finally, he discusses the inability of market-driven policies to address the rapidly declining health of the planet his daughter’s generation stands to inherit.Throughout, Varoufakis wears his expertise lightly. He writes as a parent whose aim is to instruct his daughter on the fundamental questions of our age—and through that knowledge, to equip her against the failures and obfuscations of our current system and point the way toward a more democratic alternative.

    But in the advanced economies there is mounting evidence that ever-increasing consumption adds little to human happiness and may even impede it. More urgently, it is now clear that the ecosystems that sustain our economies are collapsing under the impacts of rising consumption. Unless we can radically lower the environmental impact of economic activity - and there is no evidence to suggest that we can - we will have to devise a path to prosperity that does not rely on continued growth.Economic heresy? Or an opportunity to improve the sources of well-being, creativity and lasting prosperity that lie outside the realm of the market? Tim Jackson provides a credible vision of how human society can flourish �1/2 within the ecological limits of a finite planet. Fulfilling this vision is simply the most urgent task of our times.This book is a substantially revised and updated version of Jackson's controversial study for the Sustainable Development Commission, an advisory body to the UK Government. The study rapidly became the most downloaded report in the Commission's nine year history when it was launched earlier this year.

    To the extent possible, he has made a science of understanding how the US economy works almost as a living organism--how it grows and changes, surges and stalls. He has made a particular study of the question of productivity growth, at the heart of which is the riddle of innovation. Where does innovation come from, and how does it spread through a society? And why do some eras see the fruits of innovation spread more democratically, and others, including our own, see the opposite?In Capitalism in America, Greenspan distills a lifetime of grappling with these questions into a thrilling and profound master reckoning with the decisive drivers of the US economy over the course of its history. In partnership with the celebrated Economist journalist and historian Adrian Wooldridge, he unfolds a tale involving vast landscapes, titanic figures, triumphant breakthroughs, enlightenment ideals as well as terrible moral failings. Every crucial debate is here--from the role of slavery in the antebellum Southern economy to the real impact of FDR's New Deal to America's violent mood swings in its openness to global trade and its impact. But to read Capitalism in America is above all to be stirred deeply by the extraordinary productive energies unleashed by millions of ordinary Americans that have driven this country to unprecedented heights of power and prosperity. At heart, the authors argue, America's genius has been its unique tolerance for the effects of creative destruction, the ceaseless churn of the old giving way to the new, driven by new people and new ideas. Often messy and painful, creative destruction has also lifted almost all Americans to standards of living unimaginable to even the wealthiest citizens of the world a few generations past. A sense of justice and human decency demands that those who bear the brunt of the pain of change be protected, but America has always accepted more pain for more gain, and its vaunted rise cannot otherwise be understood, or its challenges faced, without recognizing this legacy. For now, in our time, productivity growth has stalled again, stirring up the populist furies. There's no better moment to apply the lessons of history to the most pressing question we face, that of whether the United States will preserve its preeminence, or see its leadership pass to other, inevitably less democratic powers.

    Reveals how to run an online business profitably in spite of the Internet's inherently free culture, disseminating the principles of a ''priceless economy'' in six categories that pertain to advertising, labor exchange, and advanced-version fees.

    When it first appeared the New English Weekly predicted that 'for the next five to ten years it will cetainly remain a work with which no one who professes any degree of information on sociology or economics can afford to be unacquainted.' Fifty years on, this prediction seems a little understated.Why has the work endured so well? Schumpeter's contention that the seeds of capitalism's decline were internal, and his equal and opposite hostility to centralist socialism have perplexed, engaged and infuriated readers since the book's publication. By refusing to become an advocate for either position Schumpeter was able both to make his own great and original contribution and to clear the way for a more balanced consideration of the most important social movements of his and our time.

    Although governments may presume to set "prices," it is individuals who, by their actions and choices through competitive bidding for money, products, and services, actually determine "prices". Thus, Mises presents economics—not as a study of material goods, services, and products—but as a study of human actions. He sees the science of human action, praxeology, as a science of reason and logic, which recognizes a regularity in the sequence and interrelationships among market phenomena. Mises defends the methodology of praxeology against the criticisms of Marxists, socialists, positivists, and mathematical statisticians.Mises attributes the tremendous technological progress and the consequent increase in wealth and general welfare in the last two centuries to the introduction of liberal government policies based on free-market economic teachings, creating an economic and political environment which permits individuals to pursue their respective goals in freedom and peace. Mises also explains the futility and counter-productiveness of government attempts to regulate, control, and equalize all people's circumstances: "Men are born unequal and ... it is precisely their inequality that generates social cooperation and civilization."Ludwig von Mises (1881–1973) was the leading spokesman of the Austrian School of Economics throughout most of the twentieth century. He earned his doctorate in law and economics from the University of Vienna in 1906. In 1926, Mises founded the Austrian Institute for Business Cycle Research. From 1909 to 1934, he was an economist for the Vienna Chamber of Commerce. Before the Anschluss, in 1934 Mises left for Geneva, where he was a professor at the Graduate Institute of International Studies until 1940, when he emigrated to New York City. From 1948 to 1969, he was a visiting professor at New York University.Bettina Bien Greaves is a former resident scholar, trustee, and longtime staff member of the Foundation for Economic Education. She has written and lectured extensively on topics of free market economics. Her articles have appeared in such journals as Human Events, Reason, and The Freeman: Ideas on Liberty. A student of Mises, Greaves has become an expert on his work in particular and that of the Austrian School of economics in general. She has translated several Mises monographs, compiled an annotated bibliography of his work, and edited collections of papers by Mises and other members of the Austrian School.

    In this seventh edition, Robert L. Heilbroner provides a new theme that connects thinkers as diverse as Adam Smith and Karl Marx. The theme is the common focus of their highly varied ideas—namely, the search to understand how a capitalist society works. It is a focus never more needed than in this age of confusing economic headlines.In a bold new concluding chapter entitled “The End of the Worldly Philosophy?” Heilbroner reminds us that the word “end” refers to both the purpose and limits of economics. This chapter conveys a concern that today’s increasingly “scientific” economics may overlook fundamental social and political issues that are central to economics. Thus, unlike its predecessors, this new edition provides not just an indispensable illumination of our past but a call to action for our future. (amazon.com)

    Meanwhile, working-class Americans have been asked to pay more. The Triumph of Injustice presents a forensic investigation into this dramatic transformation, written by two economists who revolutionized the study of inequality. Eschewing anecdotes and case studies, Emmanuel Saez and Gabriel Zucman offer a comprehensive view of America’s tax system, based on new statistics covering all taxes paid at all levels of government. Their conclusion? For the first time in more than a century, billionaires now pay lower tax rates than their secretaries.Blending history and cutting-edge economic analysis, and writing in lively and jargon-free prose, Saez and Zucman dissect the deliberate choices (and sins of indecision) that have brought us to today: the gradual exemption of capital owners; the surge of a new tax avoidance industry; and the spiral of tax competition among nations. With clarity and concision, they explain how America turned away from the most progressive tax system in history to embrace policies that only serve to compound the wealth of a few.But The Triumph of Injustice is much more than a laser-sharp analysis of one of the great political and intellectual failures of our time. Saez and Zucman propose a visionary, democratic, and practical reinvention of taxes, outlining reforms that can allow tax justice to triumph in today’s globalized world and democracy to prevail over concentrated wealth.A pioneering companion website allows anyone to evaluate proposals made by the authors, and to develop their own alternative tax reform at taxjusticenow.org.

    It was the dawn of a new era in artificial intelligence: a machine capable of beating the reigning human champion at this most cerebral game. That moment was more than a century in the making, and in this breakthrough book, Kasparov reveals his astonishing side of the story for the first time. He describes how it felt to strategize against an implacable, untiring opponent with the whole world watching, and recounts the history of machine intelligence through the microcosm of chess, considered by generations of scientific pioneers to be a key to unlocking the secrets of human and machine cognition. Kasparov uses his unrivaled experience to look into the future of intelligent machines and sees it bright with possibility. As many critics decry artificial intelligence as a menace, particularly to human jobs, Kasparov shows how humanity can rise to new heights with the help of our most extraordinary creations, rather than fear them. Deep Thinking is a tightly argued case for technological progress, from the man who stood at its precipice with his own career at stake.

    Sowell reveals the general principles behind any kind of economy-capitalist, socialist, feudal, and so on. In readable language, he shows how to critique economic policies in terms of the incentives they create, rather than the goals they proclaim. With clear explanations of the entire field, from rent control and the rise and fall of businesses to the international balance of payments, this is the first book for anyone who wishes to understand how the economy functions.