Integrated Human-Machine Intelligence
Beyond Artificial Intelligence
- 1st Edition - January 7, 2023
- Latest edition
- Author: Wei Liu
- Language: English
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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Description
Description
Integrated 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.
Key features
Key features
- 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.
Readership
Readership
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.
Table of contents
Table of contents
Chapter 1 The essence of intelligence
1.Eastern and Western Sources of Intelligence
2.Generation of Intelligence
3.Past and Present of AI (Artificial Intelligence)
4.Three Stages of Development Of AI (Artificial Intelligence) Technology
5.Three Major Schools of AI (Artificial Intelligence)
6.The Defects of AI (Artificial Intelligence)
Chapter 2 Integrated Human-Machine Intelligence----Standing on The Shoulders of Intelligence
1.Integrated Human-Machine Intelligence
2.The Origin and Future Direction of Integrated Human-Machine Intelligence
3.Human-Machine, Neither Human Intelligence nor Artificial Intelligence
4.The Secret of The Algorithm
5.The Application of Integrated Human-Machine Intelligence
Chapter 3 The Essence of Intelligence Is Not Data, Algorithms, Computing Power or Knowledge
1.The Essence of Intelligence
2.A Bottleneck Problem of Integrated Human-Machine Intelligence
3.Why Always AI Hard to Be Launched
4.Side Effects of Intelligence (AI Include)
5.Some Advice for Human Pilots
Chapter 4 The Three Obstacles Which AI Cannot Overcome
1.Interpretability: The First Obstacles Which AI Cannot Overcome
2.Learning: The Second Obstacles Which AI Cannot Overcome
3.Common Sense: The Third Obstacles Which AI Cannot Overcome
4.First Principles 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.The Development of Military Intelligence
3.The Development of Military Intelligence In The United States Army
4.Key Factors for Winning Intelligent War In The Future
5.The Challenges of Deep Situation Awareness In Intelligent Warfare
Chapter 6 Research on The Application Of Anti-AI (artificial Intelligence) In Military Field
1.Anti-artificial Intelligence in Military Field
2.The Essence of Anti-AI (artificial Intelligence)
3.The Necessity of Anti-AI (artificial Intelligence)
4.The Development of Anti-AI (artificial Intelligence) In The United States Army
5.Anti-AI (artificial Intelligence) And Deep Situation Awareness
6.Anti-AI (artificial Intelligence) And Integrated Human-Machine Intelligence
7.Methods and Strategies For Anti-AI (artificial Intelligence)
8.Advice
Chapter 7 Deep Situation Awareness
1.Deep Situation Awareness: The Source of The Theory
2.The Enemy of Situation Awareness
3.Deep Situation Awareness Decryption
4.Meaning Construction
Chapter 8 Autonomy Issues
1.The Development History and Present Situation of Autonomy
2.The Concept and Theoretical Origin of Autonomy
3.Theoretical Representation and Model of Autonomy
4.Thinking About the Problem of Autonomy
5.Future Development and Investment Direction of Autonomous Systems
Chapter 9 The Reflection of Integrated Human-Machine Intelligence
1.Thinking About Human in Human-Machine Intelligence
2.Reflection on The Bottleneck of Current Integrated Human-Machine Intelligence
3.Reflection on The Future Integrated Human-Machine Intelligence
4.A Revolution Is Sweeping Through Human-Machine Intelligence
5.AI, The Question of Ethics
Chapter 10 Rethinking of The Integrated Human-Machine Intelligence
1.The Origin and Future Development Direction Of AI (artificial Intelligence)
2.Key Issues of The Future of The Integrated Human-Machine Intelligence
3.The Future Development Direction of The Integrated Human-Machine Intelligence
4.The Dilemma Faced by Integrated Human-Machine Intelligence
5.The Difficulty of Integrated Human-Machine Intelligence: Research On Deep Situation Awareness
6.User Portrait: A Bridge Between Man and Machine
Chapter 11 Human Intelligence and AI (artificial intelligence)
1.Reflection on Intelligence
2.Human Awareness Is Purposeful
3.The Predominance of Human Intelligence: From Known To Unknown
4.From Machine Learning to Learning Machines
5.Strong AI (artificial intelligence) ---- Human Intelligence and AI (artificial intelligence) Make Peace
6.One Hundred Questions About Intelligence
Postscript
1.Eastern and Western Sources of Intelligence
2.Generation of Intelligence
3.Past and Present of AI (Artificial Intelligence)
4.Three Stages of Development Of AI (Artificial Intelligence) Technology
5.Three Major Schools of AI (Artificial Intelligence)
6.The Defects of AI (Artificial Intelligence)
Chapter 2 Integrated Human-Machine Intelligence----Standing on The Shoulders of Intelligence
1.Integrated Human-Machine Intelligence
2.The Origin and Future Direction of Integrated Human-Machine Intelligence
3.Human-Machine, Neither Human Intelligence nor Artificial Intelligence
4.The Secret of The Algorithm
5.The Application of Integrated Human-Machine Intelligence
Chapter 3 The Essence of Intelligence Is Not Data, Algorithms, Computing Power or Knowledge
1.The Essence of Intelligence
2.A Bottleneck Problem of Integrated Human-Machine Intelligence
3.Why Always AI Hard to Be Launched
4.Side Effects of Intelligence (AI Include)
5.Some Advice for Human Pilots
Chapter 4 The Three Obstacles Which AI Cannot Overcome
1.Interpretability: The First Obstacles Which AI Cannot Overcome
2.Learning: The Second Obstacles Which AI Cannot Overcome
3.Common Sense: The Third Obstacles Which AI Cannot Overcome
4.First Principles 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.The Development of Military Intelligence
3.The Development of Military Intelligence In The United States Army
4.Key Factors for Winning Intelligent War In The Future
5.The Challenges of Deep Situation Awareness In Intelligent Warfare
Chapter 6 Research on The Application Of Anti-AI (artificial Intelligence) In Military Field
1.Anti-artificial Intelligence in Military Field
2.The Essence of Anti-AI (artificial Intelligence)
3.The Necessity of Anti-AI (artificial Intelligence)
4.The Development of Anti-AI (artificial Intelligence) In The United States Army
5.Anti-AI (artificial Intelligence) And Deep Situation Awareness
6.Anti-AI (artificial Intelligence) And Integrated Human-Machine Intelligence
7.Methods and Strategies For Anti-AI (artificial Intelligence)
8.Advice
Chapter 7 Deep Situation Awareness
1.Deep Situation Awareness: The Source of The Theory
2.The Enemy of Situation Awareness
3.Deep Situation Awareness Decryption
4.Meaning Construction
Chapter 8 Autonomy Issues
1.The Development History and Present Situation of Autonomy
2.The Concept and Theoretical Origin of Autonomy
3.Theoretical Representation and Model of Autonomy
4.Thinking About the Problem of Autonomy
5.Future Development and Investment Direction of Autonomous Systems
Chapter 9 The Reflection of Integrated Human-Machine Intelligence
1.Thinking About Human in Human-Machine Intelligence
2.Reflection on The Bottleneck of Current Integrated Human-Machine Intelligence
3.Reflection on The Future Integrated Human-Machine Intelligence
4.A Revolution Is Sweeping Through Human-Machine Intelligence
5.AI, The Question of Ethics
Chapter 10 Rethinking of The Integrated Human-Machine Intelligence
1.The Origin and Future Development Direction Of AI (artificial Intelligence)
2.Key Issues of The Future of The Integrated Human-Machine Intelligence
3.The Future Development Direction of The Integrated Human-Machine Intelligence
4.The Dilemma Faced by Integrated Human-Machine Intelligence
5.The Difficulty of Integrated Human-Machine Intelligence: Research On Deep Situation Awareness
6.User Portrait: A Bridge Between Man and Machine
Chapter 11 Human Intelligence and AI (artificial intelligence)
1.Reflection on Intelligence
2.Human Awareness Is Purposeful
3.The Predominance of Human Intelligence: From Known To Unknown
4.From Machine Learning to Learning Machines
5.Strong AI (artificial intelligence) ---- Human Intelligence and AI (artificial intelligence) Make Peace
6.One Hundred Questions About Intelligence
Postscript
Product details
Product details
- Edition: 1
- Latest edition
- Published: January 7, 2023
- Language: English
About the author
About the author
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, ChinaView book on ScienceDirect
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