Handbook of artificial intelligence at work : interconnections and policy implications / edited by Martha Garcia-Murillo, Ian MacInnes, Andrea Renda.
Garcia-Murillo, Martha [editor.]
Handbook of artificial intelligence at work : interconnections and policy implications / edited by Martha Garcia-Murillo, Ian MacInnes, Andrea Renda. - Cheltenham, UK ; Northampton, MA : Edward Elgar Publishing, 2024. - xi, 392 pages ; 24 cm
Includes bibliographical references and index. Summary
"With the advancement in processing power and storage now enabling algorithms to expand their capabilities beyond their initial narrow applications, technology is becoming increasingly powerful. This highly topical Handbook provides a comprehensive overview of the impact of Artificial Intelligence (AI) on work, assessing its impact on an array of economic sectors, their resulting nature of work, and the subsequent policy implications of these changes. Featuring contributions from leading experts across diverse fields, the Handbook of Artificial Intelligence at Work takes an interdisciplinary approach to understanding AI's connections to existing economic, social, and political ecosystems. Considering a range of fields including agriculture, manufacturing, health care, education, law and government, the Handbook provides detailed sector-specific analyses of how AI is changing the nature of work, the challenges it presents and the opportunities it creates. Looking forward, it makes policy recommendations to address concerns, such as the potential displacement of some human labor by AI and growth in inequality affecting those lacking the necessary skills to interact with these technologies or without opportunities to do so. This vital Handbook is an essential read for students and academics in the fields of business and management, information technology, AI, and public policy. It will also be highly informative from a cross-disciplinary perspective for practitioners, as well as policy makers with an interest in the development of AI technology"-- Provided by publisher.
Contents
1. Introduction to the handbook of artificial intelligence at work: Interconnections and policy implications.Martha Garcia-Murillo and Ian MacInnes -- Part I: Conceptualizing the human with the machine -- 2. The computer says no: How automated decision systems affect workers' role perceptions in socio-technical systems / Sabine T. Koeszegi, Setareh Zafari, and Reinhard Grabler -- 3. Responsible AI at work: Incorporating human values / Andreas Theodorou and Andrea Aler Tubella -- 4. Ai-enabled business model and human-in-the-loop (deceptive ai): Implications for labor / Uma Rani and Rishabh Kumar Dhir -- 5. Tools for crowdworkers coding data for ai / Saiph Savage and Martha Garcia-Murillo -- Part II: Sectoral uses, applications, challenges, and opportunities -- 6. AI and the transformation of agricultural work: Economic, social, and environmental implications / Andrea Renda -- 7. AI in manufacturing and the role of humans: Processes, robots, and systems / Panagiotis Stavropoulos, Kosmas Alexopoulos, Sotiris Makris, Alexios Papacharalampopoulos, Steven Dhondt, and George Chryssolouris -- 8. Workers and AI in the construction and operation of civil infrastructures / Jinding Xing, Zhe Sun, and Pingbo Tang -- 9. Ai-based technology in home-based care in aging societies: Challenges and opportunities / Naoko Muramatsu, Milos Zefran, Emily Stiehl, and Thomas Cornwell -- 10. Artificial intelligence for professional learning / Wayne Holmes and Allison Littlejohn -- 11. Smart automation in entrepreneurial finance: The use of AI in private markets / Francesco Corea -- 12. The artificial creatives: The rise of combinatorial creativity from dall-e to gpt-3 / Giancarlo Frosio -- 13. The judicial system and the work of judges and lawyers in the application of law and sanctions assisted by ai / Karim Benyekhlef and Jie Zhu -- 14. AI and national security / Saiph Savage, Gabriela Avila, Norma Elva Chávez, and Martha Garcia-Murillo -- 15. Governance, government records, and the policymaking process aided by ai / Andrea Renda -- Part III: The labor implications of artificial intelligence at work -- 16. Recurrent memes and technological fallacies / David Heatly and Bronwyn Howell -- 17. AI and income inequality: The danger of exacerbating existing trends toward polarization in the us workforce / Dan Sholler and Ian MacInnes -- 18. The impact of AI on contracts and unionisation / Michael Walker -- Index
9781800889965
Artificial intelligence--Industrial applications.
006.3 / GAR-24
Handbook of artificial intelligence at work : interconnections and policy implications / edited by Martha Garcia-Murillo, Ian MacInnes, Andrea Renda. - Cheltenham, UK ; Northampton, MA : Edward Elgar Publishing, 2024. - xi, 392 pages ; 24 cm
Includes bibliographical references and index. Summary
"With the advancement in processing power and storage now enabling algorithms to expand their capabilities beyond their initial narrow applications, technology is becoming increasingly powerful. This highly topical Handbook provides a comprehensive overview of the impact of Artificial Intelligence (AI) on work, assessing its impact on an array of economic sectors, their resulting nature of work, and the subsequent policy implications of these changes. Featuring contributions from leading experts across diverse fields, the Handbook of Artificial Intelligence at Work takes an interdisciplinary approach to understanding AI's connections to existing economic, social, and political ecosystems. Considering a range of fields including agriculture, manufacturing, health care, education, law and government, the Handbook provides detailed sector-specific analyses of how AI is changing the nature of work, the challenges it presents and the opportunities it creates. Looking forward, it makes policy recommendations to address concerns, such as the potential displacement of some human labor by AI and growth in inequality affecting those lacking the necessary skills to interact with these technologies or without opportunities to do so. This vital Handbook is an essential read for students and academics in the fields of business and management, information technology, AI, and public policy. It will also be highly informative from a cross-disciplinary perspective for practitioners, as well as policy makers with an interest in the development of AI technology"-- Provided by publisher.
Contents
1. Introduction to the handbook of artificial intelligence at work: Interconnections and policy implications.Martha Garcia-Murillo and Ian MacInnes -- Part I: Conceptualizing the human with the machine -- 2. The computer says no: How automated decision systems affect workers' role perceptions in socio-technical systems / Sabine T. Koeszegi, Setareh Zafari, and Reinhard Grabler -- 3. Responsible AI at work: Incorporating human values / Andreas Theodorou and Andrea Aler Tubella -- 4. Ai-enabled business model and human-in-the-loop (deceptive ai): Implications for labor / Uma Rani and Rishabh Kumar Dhir -- 5. Tools for crowdworkers coding data for ai / Saiph Savage and Martha Garcia-Murillo -- Part II: Sectoral uses, applications, challenges, and opportunities -- 6. AI and the transformation of agricultural work: Economic, social, and environmental implications / Andrea Renda -- 7. AI in manufacturing and the role of humans: Processes, robots, and systems / Panagiotis Stavropoulos, Kosmas Alexopoulos, Sotiris Makris, Alexios Papacharalampopoulos, Steven Dhondt, and George Chryssolouris -- 8. Workers and AI in the construction and operation of civil infrastructures / Jinding Xing, Zhe Sun, and Pingbo Tang -- 9. Ai-based technology in home-based care in aging societies: Challenges and opportunities / Naoko Muramatsu, Milos Zefran, Emily Stiehl, and Thomas Cornwell -- 10. Artificial intelligence for professional learning / Wayne Holmes and Allison Littlejohn -- 11. Smart automation in entrepreneurial finance: The use of AI in private markets / Francesco Corea -- 12. The artificial creatives: The rise of combinatorial creativity from dall-e to gpt-3 / Giancarlo Frosio -- 13. The judicial system and the work of judges and lawyers in the application of law and sanctions assisted by ai / Karim Benyekhlef and Jie Zhu -- 14. AI and national security / Saiph Savage, Gabriela Avila, Norma Elva Chávez, and Martha Garcia-Murillo -- 15. Governance, government records, and the policymaking process aided by ai / Andrea Renda -- Part III: The labor implications of artificial intelligence at work -- 16. Recurrent memes and technological fallacies / David Heatly and Bronwyn Howell -- 17. AI and income inequality: The danger of exacerbating existing trends toward polarization in the us workforce / Dan Sholler and Ian MacInnes -- 18. The impact of AI on contracts and unionisation / Michael Walker -- Index
9781800889965
Artificial intelligence--Industrial applications.
006.3 / GAR-24