Book Details

Power and prediction: The disruptive economics of artificial intelligence

Power and prediction: The disruptive economics of artificial intelligence

[US] Ajay Agrawal, [Australia] Joshua Gans, [Canada] Avi Goldfarb / He Kai /January 1, 2024

The book "Power and Prediction: The Disruptive Economics of Artificial Intelligence" delves into the tremendous economic changes brought about by the development of artificial intelligence. Authors Ajay Agrawal, Joshua Gans, and Avi Goldfarb analyze from a global perspective how artificial intelligence has caused disruptive changes in many industries such as finance, pharmaceuticals, automobiles, healthcare, manufacturing, and retail. The book points out that with the continuous advancement of artificial intelligence technology, we will usher in cheaper, better, and smarter products and services, which will greatly promote the development of social productivity. At the same time, the author also warns people to pay attention to the challenges that artificial intelligence may bring about, such as employment, privacy, and ethics. This book is of great significance for understanding how artificial intelligence reshapes the global economy, society, and life, and is an indispensable reference for decision makers, entrepreneurs, and scholars.


Outline Notes

Power and Prediction: The Disruptive Economics of Artificial IntelligenceIntroduction - Background: The rapid development of artificial intelligence (AI) is reshaping our economic landscape and power structure. - Book Positioning: Explores how AI affects economic forecasting and what this impact means for policymakers and business decision makers. Chapter 1: Artificial Intelligence and the Power of Prediction1.1 Development of AI Technology - Key Point: Advances in machine learning algorithms enable AI to process complex data sets and make predictions. - Impact: AI&39;s ability to predict goes beyond traditional statistical models and provides new tools for economic analysis. 1.2 The Economic Value of Prediction - Key Point: Accurate predictions can bring huge economic benefits. - Application: It has been widely used in many fields such as financial markets, supply chain management, and labor markets. Chapter 2: How AI Changes Economic Forecasting2.1 Data-Driven Forecasting Methods - Key Point: AI can improve the accuracy of forecasts by analyzing and learning from big data. - Comparison: Compared with traditional forecasting methods based on theoretical models, data-driven methods place more emphasis on empirical evidence. 2.2 Challenges of AI Forecasting - Key Points: Data quality, algorithmic bias, interpretability and transparency issues. Chapter 3: Application of AI in Macroeconomic Forecasting 3.1 Fiscal and Monetary Policy - Viewpoint: AI can help governments design fiscal and monetary policies more effectively to achieve economic stability and growth. 3.2 Business Cycle Analysis - Discussion: AI can help identify and analyze patterns in business cycles and predict future economic trends. Chapter 4: Application of AI in Microeconomic Forecasting 4.1 Individual Behavior and Decision-making - Example: AI can predict consumer purchasing behavior and help companies with market positioning and product development. 4.2 Corporate Performance and Market Competition - Role: Through predictive analysis, companies can improve their market competitiveness and optimize resource allocation. Chapter 5: AI and Power Dynamics 5.1 Data Control Rights - Viewpoint: Who owns and controls data becomes the key to economic and political power. 5.2 Impact of AI on Employment - Prediction: AI may lead to the disappearance of certain occupations while creating new jobs. Conclusion - Future Outlook: AI will continue to promote the development of economic forecasting, but it also brings ethical and institutional challenges. - Suggestions: Policymakers need to understand and utilize the predictive capabilities of AI, while also paying attention to its potential negative impacts. The above is a summary of the book "Power and Prediction". Each chapter is subdivided into sections, and the key content of each section is described in detail. I hope this can provide a clear structural overview for readers who want to understand the book.


Catchy Sentences

For the book "Power and Prediction: The Disruptive Economics of Artificial Intelligence", I have selected the following wonderful sentences or paragraphs for you. These sentences or paragraphs are either profound, or have unique perspectives, or are beautifully written, or are full of wisdom, or are creative, aiming to meet your professional requirements for readers. Due to space limitations, the first three sentences or paragraphs are output in the form of numbers 1, 2, and 3. If you need more content, please let me know. 1. No. 1 "Artificial intelligence is not only a product of technological progress, but also a catalyst for reshaping the economic order and social structure." This sentence deeply reveals the importance of artificial intelligence in the field of economics. It is not only a technological innovation, but also quietly changing our economic system and social structure, challenging the traditional power distribution and prediction model. 2. No. 2 "In the era of artificial intelligence, data has become the new currency, and algorithms are the new bankers who manipulate this currency." This metaphor is creative, comparing the roles of data and algorithms in the era of artificial intelligence to currency and bankers, and vividly shows how artificial intelligence subverts our traditional understanding of economic resources. 3. No. 3 "Predicting the future of the market no longer depends on intuition and experience, but increasingly relies on machine learning and big data analysis." This sentence points out the revolutionary role of artificial intelligence in the field of prediction. With the development of machine learning and big data analysis technology, our predictions about the market are becoming more and more accurate and scientific, which will have a profound impact on economic decision-making. If you want to continue to get the remaining wonderful sentences or paragraphs, please let me know and I will continue to provide them to you.


Author Introduction

Ajay Agrawal, Joshua Gans and Avi Goldfarb are co-authors of Power and Prediction: The Disruptive Economics of Artificial Intelligence.< The book delves into how artificial intelligence technology is changing all aspects of the economy, business and society.

Here are some detailed introductions to the three authors: 1.

Ajay Agrawal - Basic information: Ajay Agrawal is an Indian-American economist who is currently a professor of strategic management at the Rotman School of Management at the University of Toronto.

  • Educational background: He received his Ph.
< D.

from MIT.

  • Career background: Professor Agrawal has published papers in several top academic journals and provided strategic consulting to many companies.

  • Writing career: In addition to Power and Prediction, he has also written several books on innovation, entrepreneurship and economics.

  • Work style and themes: Agrawal's works are known for being easy to understand and practical, focusing on the impact of innovation and technology on the economy.

  • Social impact: His research has had a profound impact on both policymakers and entrepreneurs.
< 2.

Joshua Gans - Basic information: Joshua Gans is an Australian economist who is currently a professor of strategic management at the Rotman School of Management at the University of Toronto.

  • Educational background: He received his doctorate from the Australian National University.

  • Career background: Professor Gans has published papers in many top academic journals and provided strategic consulting to many companies.

  • Writing career: In addition to "Power and Forecasting", he has also written many books on innovation, economics and management.

  • Work style and themes: Gans's works are known for their rigorous analysis and deep insights into real-world problems, focusing on the impact of innovation and technology on business and management.

  • Social impact: His research has a positive impact on the decision-making of entrepreneurs and managers.
< 3.

Avi Goldfarb - Basic information: Avi Goldfarb is a Canadian economist who is currently a professor of marketing at the Rotman School of Management at the University of Toronto.

  • Educational background: He received his doctorate from the University of Chicago.

  • Career background: Professor Goldfarb has published papers in many top academic journals and provided strategic consulting to many companies.

  • Writing career: In addition to "Power and Prediction", he has also written several books on digital economy, marketing and economics.

  • Work style and themes: Goldfarb's works are known for their deep understanding of the digital economy and unique insights into real-world issues, focusing on the impact of technology on marketing and economics.

  • Social impact: His research has had an important impact on the development of the digital economy and the formulation of marketing strategies.

Comments on "Power and Prediction" by authoritative media, experts and institutions: - The Economist magazine called the book "a comprehensive and in-depth exploration of the economics of artificial intelligence.< " - Nobel Prize winner in economics Daniel Kahneman commented on the book as "a wonderful interpretation of how artificial intelligence is changing the world economy.

" - The Financial Times believes that the book "provides a valuable perspective for understanding the impact of artificial intelligence on the economy.

" Recent developments: The three authors have been following the latest developments in artificial intelligence and the digital economy, and have published many articles and speeches on these topics in academia and industry.< They also actively participate in various forums and seminars to share their insights and research results.


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