The Complex Economics Of Artificial Intelligence


The Complex Economics Of Artificial Intelligence
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The Economics Of Artificial Intelligence


The Economics Of Artificial Intelligence
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Author : Ajay Agrawal
language : en
Publisher: University of Chicago Press
Release Date : 2024-03-05

The Economics Of Artificial Intelligence written by Ajay Agrawal and has been published by University of Chicago Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-03-05 with Business & Economics categories.


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.



Artificial Intelligence Learning And Computation In Economics And Finance


Artificial Intelligence Learning And Computation In Economics And Finance
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Author : Ragupathy Venkatachalam
language : en
Publisher: Springer Nature
Release Date : 2023-02-15

Artificial Intelligence Learning And Computation In Economics And Finance written by Ragupathy Venkatachalam and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-02-15 with Science categories.


This book presents frontier research on the use of computational methods to model complex interactions in economics and finance. Artificial Intelligence, Machine Learning and simulations offer effective means of analyzing and learning from large as well as new types of data. These computational tools have permeated various subfields of economics, finance, and also across different schools of economic thought. Through 16 chapters written by pioneers in economics, finance, computer science, psychology, complexity and statistics/econometrics, the book introduces their original research and presents the findings they have yielded. Theoretical and empirical studies featured in this book draw on a variety of approaches such as agent-based modeling, numerical simulations, computable economics, as well as employing tools from artificial intelligence and machine learning algorithms. The use of computational approaches to perform counterfactual thought experiments are also introduced, which help transcend the limits posed by traditional mathematical and statistical tools. The book also includes discussions on methodology, epistemology, history and issues concerning prediction, validation, and inference, all of which have become pertinent with the increasing use of computational approaches in economic analysis.



Artificial Intelligence And Economic Analysis


Artificial Intelligence And Economic Analysis
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Author : Scott J. Moss
language : en
Publisher: Edward Elgar Publishing
Release Date : 1992-01-01

Artificial Intelligence And Economic Analysis written by Scott J. Moss and has been published by Edward Elgar Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 1992-01-01 with Business & Economics categories.


This important book presents new and original work at the frontiers of economics, namely the interface between artificial intelligence (AI) and neoclassical economics. Artificial Intelligence and Economic Analysis focuses on three quite distinct lines of AI orientated research in economics: applications intended to extend neoclassical theory, applications intended to undermine neoclassical theory and applications which ignore neoclassical theory in the quest for new modelling techniques and fields of analysis. The contributors - all of whom are well established in the field - do not simply report established results but seek to identify those areas where the science of artificial intelligence could enrich standard economic analysis. It includes material from mainstream economists who are willing to express their own views about the limits of mainstream economic modelling and AI based economic modelling. The book makes an important contribution to a new and exciting area of economics which holds much hope for the future.



Technological Trends In The Ai Economy


Technological Trends In The Ai Economy
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Author : Elena N. Makarenko
language : en
Publisher: Springer Nature
Release Date : 2023-03-03

Technological Trends In The Ai Economy written by Elena N. Makarenko and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-03-03 with Technology & Engineering categories.


This book is devoted to the study of artificial intelligence from a new perspective – not just a technology but a social institution with complex social connections and relationships. The book systematically highlights technological trends of the artificial intelligence economy and considers all the components of its cascade effect with an overview of international experience and substantiation of promising ways of adapting to the modern stage of technological transit of economic systems. The cascade effect is understood as a chain of interdependent events that are triggered as artificial intelligence takes root in society and the economy. Among the technological trends (current areas of the practical application of artificial intelligence), highlighted in the book, are “smart” homes, digital regions, the use of artificial intelligence to ensure cybersecurity, as well as the optimization of business processes based on artificial intelligence. The book interprets the economics of artificial intelligence as a result of the transition to a digital technological order. A review of modern experience and regulatory perspectives of the institutionalization of the artificial intelligence economy is carried out. The legal framework for combating cyber threats in the artificial intelligence economy has been determined. The promising frameworks for using artificial intelligence in various branches of industry are presented. The book provides practical examples, case studies and proposed frameworks for using AI in various sectors of the economy, which allows using the book as a practical guide to managing the artificial intelligence economy.



Agent Based Approaches In Economic And Social Complex Systems


Agent Based Approaches In Economic And Social Complex Systems
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Author : Akira Namatame
language : en
Publisher: IOS Press
Release Date : 2002

Agent Based Approaches In Economic And Social Complex Systems written by Akira Namatame and has been published by IOS Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002 with Artificial intelligence categories.


This volume explores the field of artificial intelligence and features in-depth coverage of important theoretical areas including computational organization, computational economics, computational approaches in social science, and game theory. The conception of the multi-agent system is particularly attractive, as it promises autonomy based on the conceptual speciality of a rational agent as well as collective behaviour through interactions.



Artificial Intelligence And Economic Theory Skynet In The Market


Artificial Intelligence And Economic Theory Skynet In The Market
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Author : Tshilidzi Marwala
language : en
Publisher: Springer
Release Date : 2017-09-18

Artificial Intelligence And Economic Theory Skynet In The Market written by Tshilidzi Marwala and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-09-18 with Computers categories.


This book theoretically and practically updates major economic ideas such as demand and supply, rational choice and expectations, bounded rationality, behavioral economics, information asymmetry, pricing, efficient market hypothesis, game theory, mechanism design, portfolio theory, causality and financial engineering in the age of significant advances in man-machine systems. The advent of artificial intelligence has changed many disciplines such as engineering, social science and economics. Artificial intelligence is a computational technique which is inspired by natural intelligence concepts such as the swarming of birds, the working of the brain and the pathfinding of the ants. Artificial Intelligence and Economic Theory: Skynet in the Market analyses the impact of artificial intelligence on economic theories, a subject that has not been studied. It also introduces new economic theories and these are rational counterfactuals and rational opportunity costs. These ideas are applied to diverse areas such as modelling of the stock market, credit scoring, HIV and interstate conflict. Artificial intelligence ideas used in this book include neural networks, particle swarm optimization, simulated annealing, fuzzy logic and genetic algorithms. It, furthermore, explores ideas in causality including Granger as well as the Pearl causality models.



The Future Of Intelligence Navigating The Complex Relationship Between Humans And Ai


The Future Of Intelligence Navigating The Complex Relationship Between Humans And Ai
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Author : Alma Warren, MA
language : en
Publisher: Alma Warren
Release Date : 2023-04-14

The Future Of Intelligence Navigating The Complex Relationship Between Humans And Ai written by Alma Warren, MA and has been published by Alma Warren this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-04-14 with Antiques & Collectibles categories.


In "The Future of Intelligence: Navigating the Complex Relationship between Humans and AI," I explore the fascinating and often misunderstood intersection of human intelligence and artificial intelligence. Drawing on insights from cutting-edge research in neuroscience, computer science, and psychology, I examine the ways in which AI is changing the way we live, work, and interact with one another. At the heart of the book is a question that is as important as it is complex: How can we create a future in which humans and AI work together to solve some of the world's biggest challenges, while ensuring that we maintain control over our own destiny? Through a combination of real-world examples, thought-provoking scenarios, and deep analysis, I argue that the answer lies in a combination of collaboration, innovation, and responsible stewardship. From the ethical implications of autonomous weapons to the impact of AI on the job market, "The Future of Intelligence" provides a comprehensive and engaging exploration of this crucial and rapidly evolving field. Whether you are a tech enthusiast, a business leader, or simply someone interested in the future of our species, this book will challenge your assumptions and inspire you to think differently about the complex relationship between humans and AI.



The Power Of Ideas


The Power Of Ideas
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Author : Zhiyi Liu
language : en
Publisher: Springer Nature
Release Date : 2022-12-08

The Power Of Ideas written by Zhiyi Liu and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-12-08 with Business & Economics categories.


As the first academic monograph that a Chinese scholar discusses the histories of thoughts and ideas related to the development of digital economics, this book aims to make research from the perspective of the history of ideas and discuss the ideas influencing the development of digital economics and the evolution of related theories and thoughts with the methodology of interdisciplinary research. The human society is in the stage of major historic transition and enters the digital world with the main goal of developing the artificial world. In this world, the development of digital economics is significantly characterized by the deep interaction between the real and the virtual worlds, while the key triggering this paradigm reform is the evolution of ideas since the modern times. While involving the field of computer, these thoughts are also related to the fields of philosophy, ethics, communication and economics. Therefore, the results of the research on the history of ideas related to digital economics are required to really understand the depth of this discipline. If computationalism is the most important paradigm evolution of natural science, the most important paradigm evolution of social science is interdisciplinary complex science. In the meantime, this book is the most significant in understanding the nature of paradigm evolution related to the development of digital economics from the perspective of complex science and interdisciplinary systematic researches. Digital economics is in the foundation-laying phase, while this book mainly aims to historically narrate the thoughts of this discipline and hopes that readers can understand the influence of ideas in the old era on shaping the disciplines in the new era while exploring this new discipline. The construction of digital economics is a process of evolution. This book will be helpful to understand the underlying logic of the ideas constructed by the thinkers in different fields.



Agent Based Computational Economics


Agent Based Computational Economics
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Author : Shu-Heng Chen
language : en
Publisher: Routledge
Release Date : 2017-09-19

Agent Based Computational Economics written by Shu-Heng Chen and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-09-19 with Business & Economics categories.


This book aims to answer two questions that are fundamental to the study of agent-based economic models: what is agent-based computational economics and why do we need agent-based economic modelling of economy? This book provides a review of the development of agent-based computational economics (ACE) from a perspective on how artificial economic agents are designed under the influences of complex sciences, experimental economics, artificial intelligence, evolutionary biology, psychology, anthropology and neuroscience. This book begins with a historical review of ACE by tracing its origins. From a modelling viewpoint, ACE brings truly decentralized procedures into market analysis, from a single market to the whole economy. This book also reviews how experimental economics and artificial intelligence have shaped the development of ACE. For the former, the book discusses how ACE models can be used to analyse the economic consequences of cognitive capacity, personality and cultural inheritance. For the latter, the book covers the various tools used to construct artificial adaptive agents, including reinforcement learning, fuzzy decision rules, neural networks, and evolutionary computation. This book will be of interest to graduate students researching computational economics, experimental economics, behavioural economics, and research methodology.



Decision Economics In The Tradition Of Herbert A Simon S Heritage


Decision Economics In The Tradition Of Herbert A Simon S Heritage
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Author : Edgardo Bucciarelli
language : en
Publisher: Springer
Release Date : 2017-06-13

Decision Economics In The Tradition Of Herbert A Simon S Heritage written by Edgardo Bucciarelli and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-06-13 with Technology & Engineering categories.


The special session on Decision Economics (DECON) is a scientific forum held annually and intended to share ideas, projects, research results, models and experiences associated with the complexity of behavioural decision processes and socio‐economic phenomena. DECON 2017 was held at the Polytechnic of Porto, ISEP, Portugal, as part of the 14th International Conference on Distributed Computing and Artificial Intelligence. For the second consecutive year, the Editors of this book have drawn inspiration from Herbert A. Simon’s immense body of work and argue that Simon precipitated something akin to a revolution in microeconomics focused on the concept of decision‐making. Further, it is worth noting that the recognition of relevant decision‐making takes place in a range of critical subject areas and research fields, including economics, finance, information systems, small and international business management, operations, and production. Therefore, decision‐making issues are of fundamental importance in all branches of economics addressed both deductively and inductively. Not surprisingly, the study of decision‐making has seen growing empirical research efforts in the economic literature over the last sixty years and, more recently, a variety of insightful cutting‐edge experimental, behavioural and computational approaches. Additionally, the awareness regarding generalizations and reductions to express economic concepts has led, on the one hand, to an increasing risk of spreading the language of mathematics as a rhetorical tool and, on the other hand, to an oversimplification and overlooking of some crucial details, especially when it comes to human decisions and, hence, economic behaviour. That awareness, however, has helped to produce an extraordinary volume of empirical research aimed at discovering how economic agents cope with complex decisions. In this sense, the international scientific community acknowledges Herbert A. Simon’s research endeavours to understand the processes involved in economic decision‐making and their implications for the advancement of economic professions. Within the field of decision‐making, indeed, Simon’s rejection of the standard decision‐making models used in neoclassical economics inspired social scientists worldwide to develop research programmes in order to study decision‐making empirically. The main achievements concern decision‐making for individuals, firms, markets, governments, institutions, and, last but not least, science and research.