اقتصاد هوش مصنوعی: دستور کار

عنوان فارسی:       اقتصاد هوش مصنوعی: دستور کار

عنوان انگلیسی:    The Economics of Artificial Intelligence: An Agenda

Advances in artificial intelligence (AI) highlight its potential 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. Its focus is on the economic impact of machine learning, a branch of computational statistics that has driven the recent excitement around AI. The chapters also examine key questions on the economic impact of robotics and automation, as well as the potential economic consequences of a still-hypothetical artificial general intelligence. The volume covers four broad themes: AI as a general-purpose technology; the relationship 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. In featuring these themes, the volume provides several frameworks for understanding the economic impact of AI. It identifies a number of key open research questions in a variety of research areas.

Introduction to “The Economics of Artificial Intelligence: An Agenda”
Chapter 1: Artificial Intelligence and the Modern Productivity Paradox: A Clash of Expectations and Statistics
Chapter 2: The Technological Elements of Artificial Intelligence
Chapter 3: Prediction, Judgment, and Complexity: A Theory of Decision-Making and Artificial Intelligence
Chapter 4: The Impact of Artificial Intelligence on Innovation: An Exploratory Analysis
Chapter 5: Finding Needles in Haystacks: Artificial Intelligence and Recombinant Growth
Chapter 6: Artificial Intelligence as the Next GPT: A Political-Economy Perspective
Chapter 7: Artificial Intelligence, Income, Employment, and Meaning
Chapter 8: Artificial Intelligence, Automation, and Work
Chapter 9: Artificial Intelligence and Economic Growth
Chapter 10: Artificial Intelligence and Jobs: The Role of Demand
Chapter 11: Public Policy in an AI Economy
Chapter 12: Should We Be Reassured If Automation in the Future Looks Like Automation in the Past?
Chapter 13: R&D, Structural Transformation, and the Distribution of Income
Chapter 14: Artificial Intelligence and Its Implications for Income Distribution and Unemployment
Chapter 15: Neglected Open Questions in the Economics of Artificial Intelligence
Chapter 16: Artificial Intelligence, Economics, and Industrial Organization
Chapter 17: Privacy, Algorithms, and Artificial Intelligence
Chapter 18: Artificial Intelligence and Consumer Privacy
Chapter 19: Artificial Intelligence and International Trade
Chapter 20: Punishing Robots: Issues in the Economics of Tort Liability and Innovation in Artificial Intelligence
Chapter 21: The Impact of Machine Learning on Economics
Chapter 22: Artificial Intelligence, Labor, Productivity, and the Need for Firm-Level Data
Chapter 23: How Artificial Intelligence and Machine Learning Can Impact Market Design
Chapter 24: Artificial Intelligence and Behavioral Economics