The Resource Toward Human-Level Artificial Intelligence : Representation and Computation of Meaning in Natural Language, Philip C. Jackson, (electronic resource)
Toward Human-Level Artificial Intelligence : Representation and Computation of Meaning in Natural Language, Philip C. Jackson, (electronic resource)
Resource Information
The item Toward Human-Level Artificial Intelligence : Representation and Computation of Meaning in Natural Language, Philip C. Jackson, (electronic resource) represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in Lane Public Library.This item is available to borrow from 1 library branch.
Resource Information
The item Toward Human-Level Artificial Intelligence : Representation and Computation of Meaning in Natural Language, Philip C. Jackson, (electronic resource) represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in Lane Public Library.
This item is available to borrow from 1 library branch.
- Summary
- 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
- Language
- eng
- Extent
- 1 online resource (384 p.)
- Isbn
- 9780486845203
- Label
- Toward Human-Level Artificial Intelligence : Representation and Computation of Meaning in Natural Language
- Title
- Toward Human-Level Artificial Intelligence
- Title remainder
- Representation and Computation of Meaning in Natural Language
- Statement of responsibility
- Philip C. Jackson
- Language
- eng
- Summary
- 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
- Cataloging source
- CtWfDGI
- http://library.link/vocab/creatorDate
- 1949-
- http://library.link/vocab/creatorName
- Jackson, Philip C.
- Index
- no index present
- Literary form
- non fiction
- Nature of contents
- dictionaries
- Label
- Toward Human-Level Artificial Intelligence : Representation and Computation of Meaning in Natural Language, Philip C. Jackson, (electronic resource)
- Antecedent source
- unknown
- Control code
- frd00032547
- Dimensions
- unknown
- Extent
- 1 online resource (384 p.)
- File format
- one file format
- Form of item
- online
- Governing access note
- Access limited to subscribing institutions
- Isbn
- 9780486845203
- Isbn Type
- (epub)
- Level of compression
- unknown
- Other control number
- 9780486845203
- Quality assurance targets
- not applicable
- Reformatting quality
- unknown
- Specific material designation
- remote
- Label
- Toward Human-Level Artificial Intelligence : Representation and Computation of Meaning in Natural Language, Philip C. Jackson, (electronic resource)
- Antecedent source
- unknown
- Control code
- frd00032547
- Dimensions
- unknown
- Extent
- 1 online resource (384 p.)
- File format
- one file format
- Form of item
- online
- Governing access note
- Access limited to subscribing institutions
- Isbn
- 9780486845203
- Isbn Type
- (epub)
- Level of compression
- unknown
- Other control number
- 9780486845203
- Quality assurance targets
- not applicable
- Reformatting quality
- unknown
- Specific material designation
- remote
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<div class="citation" vocab="http://schema.org/"><i class="fa fa-external-link-square fa-fw"></i> Data from <span resource="http://link.lanepl.org/portal/Toward-Human-Level-Artificial-Intelligence-/d7VxoMW_v54/" typeof="Book http://bibfra.me/vocab/lite/Item"><span property="name http://bibfra.me/vocab/lite/label"><a href="http://link.lanepl.org/portal/Toward-Human-Level-Artificial-Intelligence-/d7VxoMW_v54/">Toward Human-Level Artificial Intelligence : Representation and Computation of Meaning in Natural Language, Philip C. Jackson, (electronic resource)</a></span> - <span property="potentialAction" typeOf="OrganizeAction"><span property="agent" typeof="LibrarySystem http://library.link/vocab/LibrarySystem" resource="http://link.lanepl.org/"><span property="name http://bibfra.me/vocab/lite/label"><a property="url" href="http://link.lanepl.org/">Lane Public Library</a></span></span></span></span></div>
