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How can human-level artificial intelligence be achieved? What are the potential consequences? This book describes a research approach toward achieving human-level AI, combining a doctoral thesis and research papers by the author.
The research approach, called TalaMind, involves developing an AI system that uses a 'natural language of thought' based on the unconstrained syntax of a language such as English; designing the system as a collection of concepts that can create and modify concepts to behave intelligently in an environment; and using methods from cognitive linguistics for multiple levels of mental representation. Proposing a design-inspection alternative to the Turing Test, these pages discuss 'higher-level mentalities' of human intelligence, which include natural language understanding, higher-level forms of learning and reasoning, imagination, and consciousness. Dr. Jackson gives a comprehensive review of other research, addresses theoretical objections to the proposed approach and to achieving human-level AI in principle, and describes a prototype system that illustrates the potential of the approach.
This book discusses economic risks and benefits of AI, considers how to ensure that human-level AI and superintelligence will be beneficial for humanity, and gives reasons why human-level AI may be necessary for humanity's survival and prosperity.
The research approach, called TalaMind, involves developing an AI system that uses a 'natural language of thought' based on the unconstrained syntax of a language such as English; designing the system as a collection of concepts that can create and modify concepts to behave intelligently in an environment; and using methods from cognitive linguistics for multiple levels of mental representation. Proposing a design-inspection alternative to the Turing Test, these pages discuss 'higher-level mentalities' of human intelligence, which include natural language understanding, higher-level forms of learning and reasoning, imagination, and consciousness. Dr. Jackson gives a comprehensive review of other research, addresses theoretical objections to the proposed approach and to achieving human-level AI in principle, and describes a prototype system that illustrates the potential of the approach.
This book discusses economic risks and benefits of AI, considers how to ensure that human-level AI and superintelligence will be beneficial for humanity, and gives reasons why human-level AI may be necessary for humanity's survival and prosperity.
Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.
Informazioni sull'autore
Philip C. Jackson, Jr. has a Ph.D. for a thesis on artificial intelligence, and has extensive experience in software design and development. He is the founder of TalaMind LLC, conducting research toward human-level artificial intelligence.
Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.
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Toward Human-Level Artificial Intelligence: Representation and Computation of Meaning in Natural Language (Dover Books on Computer Science)
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Dover Publications, 2019
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Paperback. Condizione: new. Paperback. How can human-level artificial intelligence be achieved? Can it even be defined? What are the potential consequences? Is it necessary for humanity's survival? These and other fascinating questions are considered in this important thesis. Proposing a novel research approach called TalaMind, Dr. Jackson discusses how an AI system using a language of thought based on the unconstrained syntax of a natural language could achieve "higher-level mentalities" of human intelligence, with advanced forms of learning and reasoning, imagination, and more. Dr. Jackson discusses how an AI system using a language of thought based on the unconstrained syntax of a natural language could achieve "higher-level mentalities" of human intelligence, with advanced forms of learning and reasoning, imagination, and more. 2019 edition. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Codice articolo 9780486833002
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Toward Human-Level Artificial Intelligence
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Paperback. Philip Jackson, Dover Publications Inc. How can human-level artificial intelligence be achieved? Can it even be defined? What are the potential consequences? Is it necessary for humanity's survival? These and other fascinating questions are considered in this important thesis. Proposing a novel research approach called TalaMind, Dr. Jackson discusses how an AI system using a language of thought based on the unconstrained syntax of a natural language could achieve "higher-level mentalities" of human intelligence, with advanced forms of learning and reasoning, imagination, and more. Paperback. Codice articolo 9780486833002-SECONDHAND
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Paperback. Condizione: new. Paperback. How can human-level artificial intelligence be achieved? Can it even be defined? What are the potential consequences? Is it necessary for humanity's survival? These and other fascinating questions are considered in this important thesis. Proposing a novel research approach called TalaMind, Dr. Jackson discusses how an AI system using a language of thought based on the unconstrained syntax of a natural language could achieve "higher-level mentalities" of human intelligence, with advanced forms of learning and reasoning, imagination, and more. Dr. Jackson discusses how an AI system using a language of thought based on the unconstrained syntax of a natural language could achieve "higher-level mentalities" of human intelligence, with advanced forms of learning and reasoning, imagination, and more. 2019 edition. Shipping may be from our Sydney, NSW warehouse or from our UK or US warehouse, depending on stock availability. Codice articolo 9780486833002
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Paperback. Condizione: new. Paperback. How can human-level artificial intelligence be achieved? Can it even be defined? What are the potential consequences? Is it necessary for humanity's survival? These and other fascinating questions are considered in this important thesis. Proposing a novel research approach called TalaMind, Dr. Jackson discusses how an AI system using a language of thought based on the unconstrained syntax of a natural language could achieve "higher-level mentalities" of human intelligence, with advanced forms of learning and reasoning, imagination, and more. Dr. Jackson discusses how an AI system using a language of thought based on the unconstrained syntax of a natural language could achieve "higher-level mentalities" of human intelligence, with advanced forms of learning and reasoning, imagination, and more. 2019 edition. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability. Codice articolo 9780486833002
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