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    • Publisher:
      Cambridge University Press
      Publication date:
      23 May 2024
      30 May 2024
      ISBN:
      9781009483094
      9781009483087
      9781009483117
      Dimensions:
      (229 x 152 mm)
      Weight & Pages:
      0.68kg, 378 Pages
      Dimensions:
      (229 x 152 mm)
      Weight & Pages:
      0.55kg, 378 Pages
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    Book description

    Is Artificial Intelligence a more significant invention than electricity? Will it result in explosive economic growth and unimaginable wealth for all, or will it cause the extinction of all humans? Artificial Intelligence: Economic Perspectives and Models provides a sober analysis of these questions from an economics perspective. It argues that to better understand the impact of AI on economic outcomes, we must fundamentally change the way we think about AI in relation to models of economic growth. It describes the progress that has been made so far and offers two ways in which current modelling can be improved: firstly, to incorporate the nature of AI as providing abilities that complement and/or substitute for labour, and secondly, to consider demand-side constraints. Outlining the decision-theory basis of both AI and economics, this book shows how this, and the incorporation of AI into economic models, can provide useful tools for safe, human-centered AI.

    Reviews

    ‘Could AI be a game changer for economics and the economy? This is the main question that this book examines in depth. The authors have managed to keep the language accessible to various audiences without forgetting technical rigor. The analysis of AI, from both the consumer and producer sides, points out possible ways for humanity to take advantage of the new opportunities opened up by this new technology while avoiding its risks.'

    Tiago Neves Sequeira - Professor of Economics, University of Coimbra

    ‘This book presents a very thorough discussion of the connections between artificial intelligence and the economy, with a refreshing forward-looking perspective. It covers fundamentals, important implications of digital technologies on societal aspects, innovation, and policy. I completely agree with the authors' statement ‘[big data] can better inform policy makers for a positive impact on their actions and citizens' well-being,' and strongly recommend this piece to help navigate a future enhanced by artificial intelligence.'

    Ricardo Vinuesa - Associate Professor at KTH Royal Institute of Technology

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    Contents

    • Frontmatter
      pp i-iv
    • Contents
      pp v-x
    • Figures
      pp xi-xi
    • Tables
      pp xii-xii
    • About the Authors
      pp xiii-xiv
    • Preface
      pp xv-xvi
    • 1 - Introduction
      pp 1-21
    • 2 - Artificial Intelligence and Economics
      pp 22-59
    • A Gentle Introduction
    • 3 - Artificial Intelligence and the Economics of Decision-Making
      pp 60-82
    • 4 - Artificial Intelligence in the Production Function
      pp 83-106
    • 5 - Artificial Intelligence, Growth, and Inequality
      pp 107-172
    • 6 - Investing in Artificial Intelligence
      pp 173-198
    • Breakthroughs and Backlashes
    • 7 - Artificial Intelligence Arms Races as Innovation Contests
      pp 199-222
    • 8 - Directing Artificial Intelligence Innovation and Diffusion
      pp 223-255
    • 9 - Artificial Intelligence, Big Data, and Public Policy
      pp 256-268
    • 10 - The Future of Artificial Intelligence and Implications for Economics
      pp 269-314
    • Bibliography
      pp 315-353
    • Index
      pp 354-360

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