This book provides an innovative interdisciplinary approach to understanding the principles of human thinking and offers techniques concerning the solution of abstract problems and predictions based on those principles. Utilizing the concepts of complexity science, the book explains the emergence and structural elements of cognitive models underlying such diverse human behaviors as abstract thought, kindness, and selfishness. Such cognitive models allow humans to react to their present environments and make accurate and useful predictions of their futures. Those who might find this book of interest are primarily academics or professionals interested in a unique and interdisciplinary approach to cognition based on complexity science. The book may also be utilized as a supplemental class text in programs on complexity science, life science, and cognition.
Since the first edition sold out in less than a year, we now present the revised second edition of Mainzer's popular book. The theory of nonlinear complex systems has become a successful problem-solving approach in the natural sciences from laser physics, quantum chaos, and meteorology to computer simulations of cell growth in biology. It is now recognized that many of our social, ecological, and political problems are also of a global, complex, and nonlinear nature. And one of the most exciting contemporary topics is the idea that even the human mind is governed largely by the nonlinear dynamics of complex systems. In this wide-ranging but concise treatment, Prof. Mainzer discusses, in a nontechnical language, the common framework behind these endeavors. Emphasis is given to the evolution of new structures in natural and cultural systems and we see clearly how the new integrative approach can give insights not available from traditional reductionistic methods.
With wit, charm, and brilliance, this epic work sets out to make sense of our place in the scheme of things. Surveying the spectrum of philosophical concerns from the existence of space and time to relativity and language, Frayn attempts to resolve what he calls "the oldest mystery": the world is what we make of it.
The underlying idea and motive for the book is that the notion of complexity may humanize the social sciences, may conceive the complex human being as more human, and turn reality as assumed in our doing social science into a more complex, that is a richer reality for all. The main focus of this book is on new thinking in complexity, with complexity to be taken as derived from the Latin word complexus: ‘that which is interwoven.’ The trans-disciplinary approach advocated here will be trans-disciplinary in two ways: firstly, by going beyond the separate disciplines within the fields of both natural sciences and social sciences, and, secondly, by going beyond the separate cultures of the natural sciences and of the social sciences and humanities.
A re-issue of Gregory Bateson's classic work. It summarizes Bateson's thinking on the subject of the patterns that connect living beings to each other and to their environment.
The relationship between intelligent systems and their environment is at the forefront of research in cognitive science. The Unexplained Intellect: Complexity, Time, and the Metaphysics of Embodied Thought shows how computational complexity theory and analytic metaphysics can together illuminate long-standing questions about the importance of that relationship. It argues that the most basic facts about a mind cannot just be facts about mental states, but must include facts about the dynamic, interactive mental occurrences that take place when a creature encounters its environment. In a discussion that is organised into four clear parts, Christopher Mole begins by examining the mathematics of computational complexity, arguing that the results from complexity theory create a puzzle about how human intelligence could possibly be explained. Mole then uses the tools of analytic metaphysics to draw a distinction between mental states and dynamic mental entities, and shows that, in order to answer the complexity-theoretic puzzle, dynamic entities must be understood to be among the most basic of mental phenomena. The picture of the mind that emerges has important implications for our understanding of intelligence, of action, and of the mind’s relationship to the passage of time. The Unexplained Intellect is the first book to bring insights from the mathematics of computational complexity to bear in an enquiry into the metaphysics of the mind. It will be essential reading for scholars and researchers in the philosophy of mind and psychology, for cognitive scientists, and for those interested in the philosophical importance of complexity.
Questions of values, ontologies, ethics, aesthetics, discourse, origins, language, literature, and meaning do not lend themselves readily, or traditionally, to equations, probabilities, and models. However, with the increased adoption of natural science tools in economics, anthropology, and political science-to name only a few social scientific fie
Melanie Mitchell separates science fact from science fiction in this sweeping examination of the current state of AI and how it is remaking our world No recent scientific enterprise has proved as alluring, terrifying, and filled with extravagant promise and frustrating setbacks as artificial intelligence. The award-winning author Melanie Mitchell, a leading computer scientist, now reveals AI’s turbulent history and the recent spate of apparent successes, grand hopes, and emerging fears surrounding it. In Artificial Intelligence, Mitchell turns to the most urgent questions concerning AI today: How intelligent—really—are the best AI programs? How do they work? What can they actually do, and when do they fail? How humanlike do we expect them to become, and how soon do we need to worry about them surpassing us? Along the way, she introduces the dominant models of modern AI and machine learning, describing cutting-edge AI programs, their human inventors, and the historical lines of thought underpinning recent achievements. She meets with fellow experts such as Douglas Hofstadter, the cognitive scientist and Pulitzer Prize–winning author of the modern classic Gödel, Escher, Bach, who explains why he is “terrified” about the future of AI. She explores the profound disconnect between the hype and the actual achievements in AI, providing a clear sense of what the field has accomplished and how much further it has to go. Interweaving stories about the science of AI and the people behind it, Artificial Intelligence brims with clear-sighted, captivating, and accessible accounts of the most interesting and provocative modern work in the field, flavored with Mitchell’s humor and personal observations. This frank, lively book is an indispensable guide to understanding today’s AI, its quest for “human-level” intelligence, and its impact on the future for us all.
In this profound work, Vittorio Guidano expands upon his earlier seminal contributions on the application of cognitive and developmental principles to individuals struggling with various forms of psychopathology. Here, he fully develops the idea that individuals' experience, both positive and negative, are powerfully influenced by their personal ``psychological organizations.'Focusing primarily on the eating disorders, the phobias (with agoraphobia as the prototype) obsessive-compulsive patterns, and depression, Guidano illustrates how early developmental experiences and ongoing psychological processes may collude to perpetuate dysfunctional patterns and personal distress. The central and perhaps most exciting thesis in this new expression of Guidano's thinking is that the ``deep structure' or ``core organizing processes`` that constrain human psychological experience may be at the heart of successful intervention as well as the classical problems of resistance, relapse, and refractory behaviors. Guidano's contention is at once simple and powerful: those psychological processes involved in the development and maintenance of personal identity, or ``self' that should be the primary foci of research and intervention in psychological disorders. The meaning of Guidano's perspective for clinical practice is perhaps best expressed in the author's own words: ``Knowing the basic elements of the personal cognitive organization that underlie the pattern of disturbed behavior and emotions, the therapist can behave, from the beginning, in such a way as to build a relationship as effective as possible for that particular client. In other words, the therapist should be able to establish a relationship that respects the client's personal identity and systemic coherence and that, at the same time, does not confirm the basic pathogenic assumptions. For example, in working with agoraphobics, the therapist has to respect their self-images centered on the need to be in control. He/she can do this by avoiding any direct attack on their controlling attitudes and by leaving them a wide margin of control in the relationship. At the same time the therapist should avoid confirming their assumptions about the somatic origin of their emotional disturbances or about their inborn fragility. In short, the therapist who can anticipate the models of self and reality tacitly entertained by the client is surely better able to help the development of a cooperative and secure therapeutic relationship than the therapist who cannot make such anticipations. This timely and provocative volume offers exciting new ideas about how to conceptualize and facilitate change in the ``self system.' With the rare combination of his Renaissance intellect and integrative practical expertise, Guidano has been able to draw together many disparate themes from object relations theory, ego psychology, attachment theory, constructivist models of human cognition, and lifespan developmental psychology. It is must reading for the practicing professional, the helping apprentice, and anyone interested in glimpsing the cutting edge at the growing interface between cognitive and clinical science.
"This volume contains some key essays by French thinker Edgar Morin on the subject of complexity, and specifically on what Morin calls complex thought."--Pub. desc.
