Artificial Intelligence
Artificial Intelligence
Thomas Gries , Universität Paderborn, Germany
Nicola Dimitri , Università degli Studi, Siena
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.
- Explains decision-theory as the central basis which both economics and AI has in common
- Provides models to think about the immediate impacts of AI on the economy
- Provides detailed mathematical description of how AI can affect economic growth, productivity and employment
Reviews & endorsements
'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
Product details
No date availableAdobe eBook Reader
9781009483063
0 pages
Table of Contents
- 1. Introduction
- 2. Artificial Intelligence and economics: a gentle introduction
- 3. Artificial Intelligence and the economics of decision-making
- 4. Artificial Intelligence in the production factor
- 5. Artificial Intelligence, growth and inequality
- 6. Investing in Artificial Intelligence: breakthroughs and backlashes
- 7. Artificial Intelligence arms races as innovation contests
- 8. Directing Artificial Intelligence innovation and diffusion
- 9. Artificial Intelligence, big data and public policy
- 10. The future of Artificial Intelligence and implications for economics.
