Toward Human-Level Artificial Intelligence: Representation and Computation of Meaning in Natural Language (Dover Books on Mathematics)
by: Philip C. Jackson
Publication Date 出版日期: November 2019
Publisher finelybook 出版社: Dover Publications
ISBN-13: 9780486833002
ISBN-10: 0486833003
Book Description
By finelybook
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.
Toward Human-Level Artificial Intelligence 9780486833002. zip[/erphpdown]
