Toward Human-Level Artificial Intelligence (eBook)

Representation and Computation of Meaning in Natural Language

Philip C. Jackson (Autor)

eBook Download: EPUB

2019
384 Seiten
Dover Publications (Verlag)
978-0-486-84520-3 (ISBN)

Infos

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.

Produkt-Details

• Erscheint lt. Verlag: 11.12.2019
• Reihe/Serie: Dover Books on Computer Science
• Reihe/Serie: Dover Books on Mathematics
• Sprache: englisch
• Themenwelt: Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
• Themenwelt: Mathematik / Informatik ► Mathematik
• Schlagworte: AI research behavior prototype system design development • algorithms • ChatGPT • Coding • Computers • data analytics • Deep Machine Learning • generative AI • Google • human-level, human-level thought, artificial intelligence, AI, AI research, AI behavior, AI prototype, mental representation, TalaMind, natural language, syntax, cognitive linguistics superintelligence, survival, prosperity • measure • Method • Models • Natural Language Processing • Open AI • perception • Python programming • robots • Software • Superintelligence • Test • Think
• ISBN-10: 0-486-84520-6 / 0486845206
• ISBN-13: 978-0-486-84520-3 / 9780486845203