Integrated Human-Machine Intelligence
Beyond Artificial Intelligence
- 1st Edition - January 7, 2023
- Imprint: Elsevier
- Author: Wei Liu
- Language: English
- Paperback ISBN:9 7 8 - 0 - 3 2 3 - 9 9 5 6 2 - 7
- eBook ISBN:9 7 8 - 0 - 3 2 3 - 9 9 5 6 3 - 4
Integrated Human-Machine Intelligence: Beyond Artificial Intelligence focuses on deep situational awareness in human-computer integration, covering the interaction and integrati… Read more
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Request a sales quoteIntegrated Human-Machine Intelligence: Beyond Artificial Intelligence focuses on deep situational awareness in human-computer integration, covering the interaction and integration mechanisms of human intelligence, machine intelligence and environmental systems. The book also details the cognitive, philosophical, social, scientific and technological, and military theories and methods of human-computer division, cooperation and collaborative decision-making to provide basic theoretical support for a development strategy in the field of national intelligence. Sections focus on describing a new form of intelligence produced by the interaction of human, machine and environmental systems which will become the next generation of AI.
From the perspective of deep situational awareness in human-computer integration, the book studies the interaction and integration mechanisms of human intelligence, machine intelligence and environmental systems. In addition, it details the cognitive, philosophical, social, scientific and technological, and military theories and methods of human-computer division, cooperation and collaborative decision-making, so as to provide basic theoretical support for a development strategy in the field of national intelligence.
- Summarizes the key ideas of computing, perception, cognition and insight into intelligence
- Provides intelligent omni-directional multi-angle stereo understanding, including the relevant basic concepts and the realization process of intelligence
- Proposes the concept, definition and framework of deep situational awareness, which is conducive to the realization and development of man-machine integrated intelligent systems
- Outlines the essence of intelligence, such as facts and values, reason and sensibility, contradiction and balance, etc.
Scientific and technical personnel of scientific research institutes, doctoral and master students, senior undergraduates, and enthusiasts of artificial intelligence, big data, internet and mobile cloud, etc.
- Cover image
- Title page
- Table of Contents
- Copyright
- Dedication
- About the author
- Preface
- Chapter 1. The essence of intelligence
- 1. The source of intelligence in the east and the west
- 2. The generation of intelligence
- 3. The past and present state of artificial intelligence
- 4. Three stages of the development of artificial intelligence
- 5. Three major schools of AI
- 6. Flaws of artificial intelligence
- Chapter 2. Human-machine hybrid intelligence: standing on the shoulders of intelligence
- 1. Human-machine hybrid intelligence
- 2. Origin and future development direction of human-machine hybrid intelligence
- 3. Human-machine intelligence is neither human intelligence nor artificial intelligence
- 4. The use of man-machine hybrid intelligence
- Chapter 3. The essence of intelligence is not data, algorithms, computing power, or knowledge
- 1. The essence of intelligence
- 2. The bottleneck problem of a human-machine hybrid
- 3. Why is it hard for AI to land
- 4. Side effects of intelligence (including AI)
- 5. A piece of advice for human pilots
- Chapter 4. Three hurdles through which artificial intelligence cannot go
- 1. Interpretability: the first hurdle through which artificial intelligence cannot go
- 2. Learning: the second hurdle for artificial intelligence
- 3. Common sense: the third hurdle for artificial intelligence
- 4. The first principle of intelligence
- 5. Intelligence is not everything
- 6. The cornerstone of human intelligence may not really be mathematics
- Chapter 5. Military intelligence
- 1. The concept of military intelligence
- 2. Development of military intelligence
- 3. Development of US military intelligence
- 4. Key factors to win the intelligent war in the future
- 5. Challenges of deep situation awareness in intelligent warfare
- Chapter 6. Research on the application of antiartificial intelligence in the military field
- 1. Antiartificial intelligence in the military field
- 2. The nature of antiartificial intelligence
- 3. The necessity of antiartificial intelligence research
- 4. Antiartificial intelligence development in the US military
- 5. Antiartificial intelligence and deep situation awareness
- 6. Antiartificial intelligence and the human-machine hybrid
- 7. Methods and strategies for antiartificial intelligence
- 8. Suggestions
- Chapter 7. Deep situation awareness
- 1. Deep situation awareness: the origin of the theory
- 2. Decryption of deep situation awareness
- 3. The construction of meaning
- Chapter 8. The problem of autonomy
- 1. The development history and status quo of autonomy
- 2. The concept of autonomy and its theoretical origin
- 3. The theoretical expression and model of autonomy
- 4. The consideration of autonomous problems
- 5. The future developing and investment direction
- Chapter 9. Reflection on human-machine hybrid intelligence
- 1. Thoughts on the human's intelligence in human-machine hybrid
- 2. The thinking about the current human-machine hybrid intelligence bottleneck
- 3. Thinking in the field of human-machine hybrid intelligence in the future
- 4. A revolution is sweeping artificial intelligence
- 5. Artificial intelligence and ethical questions
- Chapter 10. Rethinking intelligence of human-machine hybrid
- 1. The origin and future development direction of artificial intelligence
- 2. The key issues in the future of human-machine hybrid intelligence
- 3. The future development direction of human-machine hybrid intelligence
- 4. Difficulties facing human-machine hybrid intelligence
- 5. Difficulties of human-machine hybrid intelligence: research on deep situation awareness
- 6. Persona: the bridge for human-machine communication
- Chapter 11. Human wisdom and artificial intelligence
- 1. Intelligent thinking
- 2. Human consciousness has a purpose
- 3. The advantages of human wisdom: from the known to the unknown
- 4. From machine learning to learning machines
- 5. Strong AI: a handshake between human wisdom and artificial intelligence
- 6. 100 questions about intelligence
- Postscript
- Index
- Edition: 1
- Published: January 7, 2023
- No. of pages (Paperback): 298
- No. of pages (eBook): 298
- Imprint: Elsevier
- Language: English
- Paperback ISBN: 9780323995627
- eBook ISBN: 9780323995634
WL
Wei Liu
Wei Liu is Doctor of engineering at Beijing University of Aeronautics and Astronautics, Professor of Beijing University of Posts and Telecommunications, Visiting scholar of Cambridge University, Expert of Artificial Intelligence Group, Center for strategy and security, Tsinghua University and vice chairman of cognitive branch of the China Association of Command-and-Control His research interests include human-computer integration intelligence, cognitive engineering, human-machine- environment system engineering, future situation awareness mode and behavior analysis / prediction technology, etc. So far, he has published more than 70 papers, 4 monographs and 2 translations. At present, he is a distinguished expert of Expert Committee of China information and Electronic Engineering Science and technology development center, an appraisal expert of National Natural Science Foundation of China, a member of national ergonomics Standardization Technical Committee, and a senior member of the Chinese artificial intelligence society.
Affiliations and expertise
Professor, Beijing University of Aeronautics and Astronautics, ChinaRead Integrated Human-Machine Intelligence on ScienceDirect