Toward Human-Level Artificial Intelligence

Toward Human-Level Artificial Intelligence
PDF, ePUB
  • eBook:
    Toward Human-Level Artificial Intelligence: Representation and Computation of Meaning in Natural Language
  • Author:
    Philip C. Jackson
  • Edition:
    -
  • Categories:
  • Data:
    November 13, 2019
  • ISBN:
    0486833003
  • ISBN-13:
    9780486833002
  • Language:
    English
  • Pages:
    384 pages
  • Format:
    PDF, ePUB

Book Description
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.

Content

1. Introduction
2. Subject Review: Human-Level AI and Natural Language
3. Analysis of Thesis Approach to Human-Level AI
4. Theoretical Issues and Objections
5. Design of a Demonstration System
6. Demonstration
7. Evaluation
8. Future Potentials
9. Summation

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