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Toward Human-Level Artificial Intelligence
Philip C. Jackson
其他書名
Representation and Computation of Meaning in Natural Language
出版Courier Dover Publications, 2019-12-11
主題Mathematics / GeneralComputers / Artificial Intelligence / General
ISBN04868452069780486845203
URLhttp://books.google.com.hk/books?id=NnjDDwAAQBAJ&hl=&source=gbs_api
EBookSAMPLE
註釋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.