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2022 | Book

Understanding and Changing the World

From Information to Knowledge and Intelligence

Author: Prof. Joseph Sifakis

Publisher: Springer Nature Singapore

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About this book

This book discusses the importance of knowledge as an intangible asset, separate from physical entities, that can enable us to understand and/or change the world. It provides a thorough treatment of knowledge, one that is free of ideological and philosophical preconceptions, and which relies exclusively on concepts and principles from the theory of computing and logic. It starts with an introduction to knowledge as truthful and useful information, and its development and management by computers and humans. It analyses the relationship between computational processes and physical phenomena, as well as the processes of knowledge production and application by humans and computers.

In turn, the book presents autonomous systems that are called upon to replace humans in complex operations as a step toward strong AI, and discusses the risks – real or hypothetical – of the careless use of these systems. It compares human and machine intelligence, attempting to answer the question of whether and to what extent computers, as they stand today, can approach human-level situation awareness and decision-making.

Lastly, the book explains the functioning of individual consciousness as an autonomous system that manages short- and long-term objectives on the basis of value criteria and accumulated knowledge. It discusses how individual values are shaped in society and the role of institutions in fostering and maintaining a common set of values for strengthening social cohesion.

The book differs from books on the philosophy of science in many respects, e.g. by considering knowledge in its multiple facets and degrees of validity and truthfulness. It follows the dualist tradition of logicians, emphasizing the importance of logic and language and considering an abstract concept of information very different from the one used in the physical sciences. From this perspective, it levels some hopefully well-founded criticism at approaches that consider information and knowledge as nothing more than the emergent properties of physical phenomena.

The book strikes a balance between popular books that sidestep fundamental issues and focus on sensationalism, and scientific or philosophical books that are not accessible to non-experts. As such, it is intended for a broad audience interested in the role of knowledge as a driver for change and development, and as a common good whose production and application could shape the future of humanity.

Table of Contents

Frontmatter
Chapter 1. Introduction
Abstract
The book focuses on knowledge as useful and valid information allowing us either to understand the world or to change the world in order to satisfy material and spiritual needs. It provides a thorough treatment of knowledge in all its aspects and applications by machines and humans, free of ideological and philosophical bias and relying exclusively on concepts and principles from the theory of computing and logic. As such, it strikes a balance between popular books skirting fundamental issues and often focusing on the sensational, and scientific/technical or philosophical books that are not accessible to laymen.
Joseph Sifakis

Part I

Frontmatter
Chapter 2. Fundamental Questions About Knowledge
Abstract
We identify three fundamental questions about knowledge: teleological, ontological, and gnoseological.
We explain that only gnoseological questions, i.e., questions concerning the development and application of knowledge, can be approached from a strictly methodological and logical point of view. Our view that knowledge is not only about physical reality but also about all mental and social phenomena implies a dual nature of reality, composed of matter/energy and information.
Joseph Sifakis
Chapter 3. Information and Knowledge
Abstract
We describe the basic concepts of computing, including information, and computation as a process involving rules that can be executed by machines. We define knowledge as information that, embedded in the right network of semantic relationships, can be used either to understand a situation or to act to achieve a goal.
We discuss key issues related to the development and application of knowledge. In particular, we attempt to analyze the links between scientific and technical knowledge and to provide a methodological framework comparing informatics to other fields of knowledge.
Joseph Sifakis
Chapter 4. The Development and Application of Knowledge
Abstract
We review the principles of knowledge development applied to cope with the complexity of reality, including abstraction through stratification and modularity.
We show how the development of scientific and technical knowledge has benefited from the application of these principles and also point out the inherent limitations that arise from their underlying simplifications.
We conclude with a discussion of issues related to the actual development and application of knowledge in society, and its contribution to innovation and progress.
Joseph Sifakis

Part II

Frontmatter
Chapter 5. Physical Phenomena and Computational Processes
Abstract
We study the relationship between informatics and physics and, in particular, examine how each of these fields of knowledge can enrich the other, by comparing basic concepts and models. Physical phenomena and computational processes share common characteristics as dynamical systems, but also have important differences, as computation is discrete and based on a concept of logical time independent of physical time.
We show through this comparison that informatics and physics offer approaches putting forward complementary and crossing points of view on reality.
Joseph Sifakis
Chapter 6. Human vs. Artificial Intelligence
Abstract
We attempt to compare artificial and natural intelligence, trying to answer the question whether and to what extent computers, as they exist today, can approach human mental functions.
We present key features of autonomous systems that are fundamentally different from automated systems, and are expected to replace humans in complex operations by achieving the vision of strong artificial intelligence.
Finally, we discuss the risks—real or hypothetical—of a careless use of artificial intelligence and autonomous systems, in particular.
Joseph Sifakis

Part III

Frontmatter
Chapter 7. Consciousness
Abstract
We try to explain the functioning of consciousness as a mental system, which is an autonomous system extended by a component dealing with the emergence of needs and the will to satisfy them by setting relevant goals.
We analyze the decision-making mechanism guided by a value system used to estimate the cost in physical and immaterial resources of each action contributing to the satisfaction of a goal. Furthermore, we show how value systems determine the way we manage resources and our main behavioral characteristics.
We discuss the interaction between the conscious and the unconscious, in particular their role in creative thinking and learning.
Joseph Sifakis
Chapter 8. Value Systems and Society
Abstract
We consider human societies as complex information systems that possess all the main characteristics of a global mental system emerging as a synthesis of individual mental systems.
We discuss how shared values are shaped in society and in particular the role of institutions in maintaining a common value system that strengthens social cohesion and allows mobilization toward common goals.
We analyze the deconstruction of values in a society and discuss symptoms of value depreciation such as language degradation, systemic lying, lack of self-esteem, and the triumph of idiots.
Joseph Sifakis
Chapter 9. Epilogue
Abstract
We summarize conclusions of our approach that considers information as an essential facet of reality and allows for a worldview centered on knowledge, where informatics and the theory of computation play a key role. This viewpoint provides a basis for a "mechanistic" vision of consciousness and a rigorous comparison between natural and artificial intelligence. It also leads to a vision of human societies as information systems and to a study of human social behavior, determined not only by material conditions but also—and especially—by information and communication factors.
We explain that we are only at the beginning of a knowledge revolution and recommend that the rise of intelligence be accompanied by a strong collective awareness for its proper management.
Joseph Sifakis
Backmatter
Metadata
Title
Understanding and Changing the World
Author
Prof. Joseph Sifakis
Copyright Year
2022
Publisher
Springer Nature Singapore
Electronic ISBN
978-981-19-1932-9
Print ISBN
978-981-19-1931-2
DOI
https://doi.org/10.1007/978-981-19-1932-9

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