Artificial Intelligence And Its Implications For Income Distribution And Unemployment

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Artificial Intelligence and Its Implications for Income Distribution and Unemployment

Author : Anton Korinek
Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (15 download)

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Book Synopsis Artificial Intelligence and Its Implications for Income Distribution and Unemployment by : Anton Korinek

Download or read book Artificial Intelligence and Its Implications for Income Distribution and Unemployment written by Anton Korinek and published by . This book was released on 2017 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Inequality is one of the main challenges posed by the proliferation of artificial intelligence (AI) and other forms of worker-replacing technological progress. This paper provides a taxonomy of the associated economic issues: First, we discuss the general conditions under which new technologies such as AI may lead to a Pareto improvement. Secondly, we delineate the two main channels through which inequality is affected - the surplus arising to innovators and redistributions arising from factor price changes. Third, we provide several simple economic models to describe how policy can counter these effects, even in the case of a "singularity" where machines come to dominate human labor. Under plausible conditions, non-distortionary taxation can be levied to compensate those who otherwise might lose. Fourth, we describe the two main channels through which technological progress may lead to technological unemployment - via efficiency wage effects and as a transitional phenomenon. Lastly, we speculate on how technologies to create super-human levels of intelligence may affect inequality and on how to save humanity from the Malthusian destiny that may ensue.

The Economics of Artificial Intelligence

Author : Ajay Agrawal
Publisher : University of Chicago Press
ISBN 13 : 0226833127
Total Pages : 172 pages
Book Rating : 4.2/5 (268 download)

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Book Synopsis The Economics of Artificial Intelligence by : Ajay Agrawal

Download or read book The Economics of Artificial Intelligence written by Ajay Agrawal and published by University of Chicago Press. This book was released on 2024-03-05 with total page 172 pages. Available in PDF, EPUB and Kindle. Book excerpt: A timely investigation of the potential economic effects, both realized and unrealized, of artificial intelligence within the United States healthcare system. In sweeping conversations about the impact of artificial intelligence on many sectors of the economy, healthcare has received relatively little attention. Yet it seems unlikely that an industry that represents nearly one-fifth of the economy could escape the efficiency and cost-driven disruptions of AI. The Economics of Artificial Intelligence: Health Care Challenges brings together contributions from health economists, physicians, philosophers, and scholars in law, public health, and machine learning to identify the primary barriers to entry of AI in the healthcare sector. Across original papers and in wide-ranging responses, the contributors analyze barriers of four types: incentives, management, data availability, and regulation. They also suggest that AI has the potential to improve outcomes and lower costs. Understanding both the benefits of and barriers to AI adoption is essential for designing policies that will affect the evolution of the healthcare system.

Rewriting the Rules of the American Economy: An Agenda for Growth and Shared Prosperity

Author : Joseph E. Stiglitz
Publisher : W. W. Norton & Company
ISBN 13 : 0393254062
Total Pages : 144 pages
Book Rating : 4.3/5 (932 download)

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Book Synopsis Rewriting the Rules of the American Economy: An Agenda for Growth and Shared Prosperity by : Joseph E. Stiglitz

Download or read book Rewriting the Rules of the American Economy: An Agenda for Growth and Shared Prosperity written by Joseph E. Stiglitz and published by W. W. Norton & Company. This book was released on 2015-11-02 with total page 144 pages. Available in PDF, EPUB and Kindle. Book excerpt: It’s time to rewrite the rules—to curb the runaway flow of wealth to the top one percent, to restore security and opportunity for the middle class, and to foster stronger growth rooted in broadly shared prosperity. Inequality is a choice. The United States bills itself as the land of opportunity, a place where anyone can achieve success and a better life through hard work and determination. But the facts tell a different story—the U.S. today lags behind most other developed nations in measures of inequality and economic mobility. For decades, wages have stagnated for the majority of workers while economic gains have disproportionately gone to the top one percent. Education, housing, and health care—essential ingredients for individual success—are growing ever more expensive. Deeply rooted structural discrimination continues to hold down women and people of color, and more than one-fifth of all American children now live in poverty. These trends are on track to become even worse in the future. Some economists claim that today’s bleak conditions are inevitable consequences of market outcomes, globalization, and technological progress. If we want greater equality, they argue, we have to sacrifice growth. This is simply not true. American inequality is the result of misguided structural rules that actually constrict economic growth. We have stripped away worker protections and family support systems, created a tax system that rewards short-term gains over long-term investment, offered a de facto public safety net to too-big-to-fail financial institutions, and chosen monetary and fiscal policies that promote wealth over full employment.

Surviving the Machine Age

Author : Kevin LaGrandeur
Publisher : Springer
ISBN 13 : 3319511653
Total Pages : 177 pages
Book Rating : 4.3/5 (195 download)

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Book Synopsis Surviving the Machine Age by : Kevin LaGrandeur

Download or read book Surviving the Machine Age written by Kevin LaGrandeur and published by Springer. This book was released on 2017-03-15 with total page 177 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book examines the current state of the technologically-caused unemployed, and attempts to answer the question of how to proceed into an era beyond technological unemployment. Beginning with an overview of the most salient issues, the experts collected in this work present their own novel visions of the future and offer suggestions for adapting to a more symbiotic economic relationship with AI. These suggestions include different modes of dealing with education, aging workers, government policies, and the machines themselves. Ultimately, they lay out a whole new approach to economics, one in which we learn to merge with and adapt to our increasingly intelligent creations.

The AI Economy

Author : Roger Bootle
Publisher : Nicholas Brealey
ISBN 13 : 1473696208
Total Pages : 422 pages
Book Rating : 4.4/5 (736 download)

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Book Synopsis The AI Economy by : Roger Bootle

Download or read book The AI Economy written by Roger Bootle and published by Nicholas Brealey. This book was released on 2019-11-26 with total page 422 pages. Available in PDF, EPUB and Kindle. Book excerpt: Gold winner in Business Technology category, 2020 Axiom Business Book Awards Extraordinary innovations in technology promise to transform the world, but how realistic is the claim that AI will change our lives? In this much needed book the acclaimed economist Roger Bootle responds to the fascinating economic questions posed by the age of the robot, steering a path away from tech jargon and alarmism towards a rational explanation of the ways in which the AI revolution will affect us all. Tackling the implications of Artificial Intelligence on growth, productivity, inflation and the distribution of wealth and power, THE AI ECONOMY also examines coming changes to the the way we educate, work and spend our leisure time. A fundamentally optimistic view which will help you plan for changing times, this book explains AI and leads you towards a more certain future. Extraordinary innovations in technology promise to transform the world, but how realistic is the claim that AI will change our lives? In this much needed book the acclaimed economist Roger Bootle responds to the fascinating economic questions posed by the age of the robot, steering a path away from tech jargon and alarmism towards a rational explanation of the ways in which the AI revolution will affect us all. Tackling the implications of Artificial Intelligence on growth, productivity, inflation and the distribution of wealth and power, THE AI ECONOMY also examines coming changes to the the way we educate, work and spend our leisure time. A fundamentally optimistic view which will help you plan for changing times, this book explains AI and leads you towards a more certain future.

Gen-AI

Author : Mauro Cazzaniga
Publisher : International Monetary Fund
ISBN 13 :
Total Pages : 42 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Gen-AI by : Mauro Cazzaniga

Download or read book Gen-AI written by Mauro Cazzaniga and published by International Monetary Fund. This book was released on 2024-01-14 with total page 42 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Intelligence (AI) has the potential to reshape the global economy, especially in the realm of labor markets. Advanced economies will experience the benefits and pitfalls of AI sooner than emerging market and developing economies, largely due to their employment structure focused on cognitive-intensive roles. There are some consistent patterns concerning AI exposure, with women and college-educated individuals more exposed but also better poised to reap AI benefits, and older workers potentially less able to adapt to the new technology. Labor income inequality may increase if the complementarity between AI and high-income workers is strong, while capital returns will increase wealth inequality. However, if productivity gains are sufficiently large, income levels could surge for most workers. In this evolving landscape, advanced economies and more developed emerging markets need to focus on upgrading regulatory frameworks and supporting labor reallocation, while safeguarding those adversely affected. Emerging market and developing economies should prioritize developing digital infrastructure and digital skills

Creating a Learning Society

Author : Joseph E. Stiglitz
Publisher : Columbia University Press
ISBN 13 : 0231540620
Total Pages : 427 pages
Book Rating : 4.2/5 (315 download)

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Book Synopsis Creating a Learning Society by : Joseph E. Stiglitz

Download or read book Creating a Learning Society written by Joseph E. Stiglitz and published by Columbia University Press. This book was released on 2015-10-06 with total page 427 pages. Available in PDF, EPUB and Kindle. Book excerpt: “A superb new understanding of the dynamic economy as a learning society, one that goes well beyond the usual treatment of education, training, and R&D.”—Robert Kuttner, author of The Stakes: 2020 and the Survival of American Democracy Since its publication Creating a Learning Society has served as an effective tool for those who advocate government policies to advance science and technology. It shows persuasively how enormous increases in our standard of living have been the result of learning how to learn, and it explains how advanced and developing countries alike can model a new learning economy on this example. Creating a Learning Society: Reader’s Edition uses accessible language to focus on the work’s central message and policy prescriptions. As the book makes clear, creating a learning society requires good governmental policy in trade, industry, intellectual property, and other important areas. The text’s central thesis—that every policy affects learning—is critical for governments unaware of the innovative ways they can propel their economies forward. “Profound and dazzling. In their new book, Joseph E. Stiglitz and Bruce C. Greenwald study the human wish to learn and our ability to learn and so uncover the processes that relate the institutions we devise and the accompanying processes that drive the production, dissemination, and use of knowledge . . . This is social science at its best.”—Partha Dasgupta, University of Cambridge “An impressive tour de force, from the theory of the firm all the way to long-term development, guided by the focus on knowledge and learning . . . This is an ambitious book with far-reaching policy implications.”—Giovanni Dosi, director, Institute of Economics, Scuola Superiore Sant’Anna “[A] sweeping work of macroeconomic theory.”—Harvard Business Review

Powering the Digital Economy: Opportunities and Risks of Artificial Intelligence in Finance

Author : El Bachir Boukherouaa
Publisher : International Monetary Fund
ISBN 13 : 1589063953
Total Pages : 35 pages
Book Rating : 4.5/5 (89 download)

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Book Synopsis Powering the Digital Economy: Opportunities and Risks of Artificial Intelligence in Finance by : El Bachir Boukherouaa

Download or read book Powering the Digital Economy: Opportunities and Risks of Artificial Intelligence in Finance written by El Bachir Boukherouaa and published by International Monetary Fund. This book was released on 2021-10-22 with total page 35 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper discusses the impact of the rapid adoption of artificial intelligence (AI) and machine learning (ML) in the financial sector. It highlights the benefits these technologies bring in terms of financial deepening and efficiency, while raising concerns about its potential in widening the digital divide between advanced and developing economies. The paper advances the discussion on the impact of this technology by distilling and categorizing the unique risks that it could pose to the integrity and stability of the financial system, policy challenges, and potential regulatory approaches. The evolving nature of this technology and its application in finance means that the full extent of its strengths and weaknesses is yet to be fully understood. Given the risk of unexpected pitfalls, countries will need to strengthen prudential oversight.

Artificial Intelligence, Income Distribution and Economic Growth

Author : Thomas Gries
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (119 download)

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Book Synopsis Artificial Intelligence, Income Distribution and Economic Growth by : Thomas Gries

Download or read book Artificial Intelligence, Income Distribution and Economic Growth written by Thomas Gries and published by . This book was released on 2020 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: The economic impact of Articial Intelligence (AI) is studied using a (semi) endogenous growth model with two novel features. First, the task approach from labor economics is reformulated and integrated into a growth model. Second, the standard representative household assumption is rejected, so that aggregate demand restrictions can be introduced. With these novel features it is shown that (i) AI automation can decrease the share of labor income no matter the size of the elasticity of substitution between AI and labor, and (ii) when this elasticity is high, AI will unambiguously reduce aggregate demand and slow down GDP growth, even in the face of the positive technology shock that AI entails. If the elasticity of substitution is low, then GDP, productivity and wage growth may however still slow down, because the economy will then fail to benefit from the supply-side driven capacity expansion potential that AI can deliver. The model can thus explain why advanced countries tend to experience, despite much AI hype, the simultaneous existence of rather high employment with stagnating wages, productivity, and GDP.

The Impact of Artificial Intelligence on Work

Author :
Publisher :
ISBN 13 : 9780856726262
Total Pages : 41 pages
Book Rating : 4.7/5 (262 download)

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Book Synopsis The Impact of Artificial Intelligence on Work by :

Download or read book The Impact of Artificial Intelligence on Work written by and published by . This book was released on 2018 with total page 41 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Understanding the impact of artificial intelligence on skills development

Author : UNESCO International Centre for Technical and Vocational Education and Training
Publisher : UNESCO Publishing
ISBN 13 : 9231004468
Total Pages : 56 pages
Book Rating : 4.2/5 (31 download)

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Book Synopsis Understanding the impact of artificial intelligence on skills development by : UNESCO International Centre for Technical and Vocational Education and Training

Download or read book Understanding the impact of artificial intelligence on skills development written by UNESCO International Centre for Technical and Vocational Education and Training and published by UNESCO Publishing. This book was released on 2021-04-02 with total page 56 pages. Available in PDF, EPUB and Kindle. Book excerpt:

The Economics of Artificial Intelligence

Author : Ajay Agrawal
Publisher : University of Chicago Press
ISBN 13 : 022661347X
Total Pages : 643 pages
Book Rating : 4.2/5 (266 download)

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Book Synopsis The Economics of Artificial Intelligence by : Ajay Agrawal

Download or read book The Economics of Artificial Intelligence written by Ajay Agrawal and published by University of Chicago Press. This book was released on 2019-06-07 with total page 643 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advances in artificial intelligence (AI) highlight the potential of this technology to affect productivity, growth, inequality, market power, innovation, and employment. This volume seeks to set the agenda for economic research on the impact of AI. It covers four broad themes: AI as a general purpose technology; the relationships between AI, growth, jobs, and inequality; regulatory responses to changes brought on by AI; and the effects of AI on the way economic research is conducted. It explores the economic influence of machine learning, the branch of computational statistics that has driven much of the recent excitement around AI, as well as the economic impact of robotics and automation and the potential economic consequences of a still-hypothetical artificial general intelligence. The volume provides frameworks for understanding the economic impact of AI and identifies a number of open research questions. Contributors: Daron Acemoglu, Massachusetts Institute of Technology Philippe Aghion, Collège de France Ajay Agrawal, University of Toronto Susan Athey, Stanford University James Bessen, Boston University School of Law Erik Brynjolfsson, MIT Sloan School of Management Colin F. Camerer, California Institute of Technology Judith Chevalier, Yale School of Management Iain M. Cockburn, Boston University Tyler Cowen, George Mason University Jason Furman, Harvard Kennedy School Patrick Francois, University of British Columbia Alberto Galasso, University of Toronto Joshua Gans, University of Toronto Avi Goldfarb, University of Toronto Austan Goolsbee, University of Chicago Booth School of Business Rebecca Henderson, Harvard Business School Ginger Zhe Jin, University of Maryland Benjamin F. Jones, Northwestern University Charles I. Jones, Stanford University Daniel Kahneman, Princeton University Anton Korinek, Johns Hopkins University Mara Lederman, University of Toronto Hong Luo, Harvard Business School John McHale, National University of Ireland Paul R. Milgrom, Stanford University Matthew Mitchell, University of Toronto Alexander Oettl, Georgia Institute of Technology Andrea Prat, Columbia Business School Manav Raj, New York University Pascual Restrepo, Boston University Daniel Rock, MIT Sloan School of Management Jeffrey D. Sachs, Columbia University Robert Seamans, New York University Scott Stern, MIT Sloan School of Management Betsey Stevenson, University of Michigan Joseph E. Stiglitz. Columbia University Chad Syverson, University of Chicago Booth School of Business Matt Taddy, University of Chicago Booth School of Business Steven Tadelis, University of California, Berkeley Manuel Trajtenberg, Tel Aviv University Daniel Trefler, University of Toronto Catherine Tucker, MIT Sloan School of Management Hal Varian, University of California, Berkeley

AI Superpowers

Author : Kai-Fu Lee
Publisher : Houghton Mifflin
ISBN 13 : 132854639X
Total Pages : 275 pages
Book Rating : 4.3/5 (285 download)

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Book Synopsis AI Superpowers by : Kai-Fu Lee

Download or read book AI Superpowers written by Kai-Fu Lee and published by Houghton Mifflin. This book was released on 2018-09-25 with total page 275 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introduction -- China's Sputnik moment -- Copycats in the Coliseum -- China's alternate Internet universe -- A tale of two countries -- The four waves of AI -- Utopia, dystopia, and the real AI crisis -- The wisdom of cancer -- A blueprint for human co-existence with AI -- Our global AI story

Humans Need Not Apply

Author : Jerry Kaplan
Publisher : Yale University Press
ISBN 13 : 0300216416
Total Pages : 256 pages
Book Rating : 4.3/5 (2 download)

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Book Synopsis Humans Need Not Apply by : Jerry Kaplan

Download or read book Humans Need Not Apply written by Jerry Kaplan and published by Yale University Press. This book was released on 2015-08-04 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: An “intriguing, insightful” look at how algorithms and robots could lead to social unrest—and how to avoid it (The Economist, Books of the Year). After decades of effort, researchers are finally cracking the code on artificial intelligence. Society stands on the cusp of unprecedented change, driven by advances in robotics, machine learning, and perception powering systems that rival or exceed human capabilities. Driverless cars, robotic helpers, and intelligent agents that promote our interests have the potential to usher in a new age of affluence and leisure—but as AI expert and Silicon Valley entrepreneur Jerry Kaplan warns, the transition may be protracted and brutal unless we address the two great scourges of the modern developed world: volatile labor markets and income inequality. In Humans Need Not Apply, he proposes innovative, free-market adjustments to our economic system and social policies to avoid an extended period of social turmoil. His timely and accessible analysis of the promises and perils of AI is a must-read for business leaders and policy makers on both sides of the aisle. “A reminder that AI systems don’t need red laser eyes to be dangerous.”—Times Higher Education Supplement “Kaplan…sidesteps the usual arguments of techno-optimism and dystopia, preferring to go for pragmatic solutions to a shrinking pool of jobs.”—Financial Times

Technological Progress, Artificial Intelligence, and Inclusive Growth

Author : Mr. Anton Korinek
Publisher : International Monetary Fund
ISBN 13 : 151358328X
Total Pages : 47 pages
Book Rating : 4.5/5 (135 download)

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Book Synopsis Technological Progress, Artificial Intelligence, and Inclusive Growth by : Mr. Anton Korinek

Download or read book Technological Progress, Artificial Intelligence, and Inclusive Growth written by Mr. Anton Korinek and published by International Monetary Fund. This book was released on 2021-06-11 with total page 47 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advances in artificial intelligence and automation have the potential to be labor-saving and to increase inequality and poverty around the globe. They also give rise to winner-takes-all dynamics that advantage highly skilled individuals and countries that are at the forefront of technological progress. We analyze the economic forces behind these developments and delineate domestic economic policies to mitigate the adverse effects while leveraging the potential gains from technological advances. We also propose reforms to the global system of governance that make the benefits of advances in artificial intelligence more inclusive.

Technology and the Future of Work

Author : Adrian Peralta-Alva
Publisher : International Monetary Fund
ISBN 13 : 1484379705
Total Pages : 28 pages
Book Rating : 4.4/5 (843 download)

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Book Synopsis Technology and the Future of Work by : Adrian Peralta-Alva

Download or read book Technology and the Future of Work written by Adrian Peralta-Alva and published by International Monetary Fund. This book was released on 2018-10-01 with total page 28 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper uses a DSGE model to simulate the impact of technological change on labor markets and income distribution. It finds that technological advances offers prospects for stronger productivity and growth, but brings risks of increased income polarization. This calls for inclusive policies tailored to country-specific circumstances and preferences, such as investment in human capital to facilitate retooling of low-skilled workers so that they can partake in the gains of technological change, and redistributive policies (such as differentiated income tax cuts) to help reallocate gains. Policies are also needed to facilitate the process of adjustment.

The Fourth Industrial Revolution

Author : Klaus Schwab
Publisher : Currency
ISBN 13 : 1524758876
Total Pages : 192 pages
Book Rating : 4.5/5 (247 download)

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Book Synopsis The Fourth Industrial Revolution by : Klaus Schwab

Download or read book The Fourth Industrial Revolution written by Klaus Schwab and published by Currency. This book was released on 2017-01-03 with total page 192 pages. Available in PDF, EPUB and Kindle. Book excerpt: World-renowned economist Klaus Schwab, Founder and Executive Chairman of the World Economic Forum, explains that we have an opportunity to shape the fourth industrial revolution, which will fundamentally alter how we live and work. Schwab argues that this revolution is different in scale, scope and complexity from any that have come before. Characterized by a range of new technologies that are fusing the physical, digital and biological worlds, the developments are affecting all disciplines, economies, industries and governments, and even challenging ideas about what it means to be human. Artificial intelligence is already all around us, from supercomputers, drones and virtual assistants to 3D printing, DNA sequencing, smart thermostats, wearable sensors and microchips smaller than a grain of sand. But this is just the beginning: nanomaterials 200 times stronger than steel and a million times thinner than a strand of hair and the first transplant of a 3D printed liver are already in development. Imagine “smart factories” in which global systems of manufacturing are coordinated virtually, or implantable mobile phones made of biosynthetic materials. The fourth industrial revolution, says Schwab, is more significant, and its ramifications more profound, than in any prior period of human history. He outlines the key technologies driving this revolution and discusses the major impacts expected on government, business, civil society and individuals. Schwab also offers bold ideas on how to harness these changes and shape a better future—one in which technology empowers people rather than replaces them; progress serves society rather than disrupts it; and in which innovators respect moral and ethical boundaries rather than cross them. We all have the opportunity to contribute to developing new frameworks that advance progress.