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    AI and the transcendence of true autonomy

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    Author
    Tarbell, Mark
    Affiliation
    Univ Arizona, Coll Engn, Visual & Autonomous Explorat Syst Res Lab
    Issue Date
    2019-05-13
    Keywords
    Autonomous systems
    AI/AGI
    autonomy
    architecture of thought
    non-determinism
    mind vs. brain
    
    Metadata
    Show full item record
    Publisher
    SPIE-INT SOC OPTICAL ENGINEERING
    Citation
    Mark A. Tarbell "AI and the transcendence of true autonomy", Proc. SPIE 10982, Micro- and Nanotechnology Sensors, Systems, and Applications XI, 1098223 (13 May 2019); https://doi.org/10.1117/12.2517403
    Journal
    MICRO- AND NANOTECHNOLOGY SENSORS, SYSTEMS, AND APPLICATIONS XI
    Rights
    © 2019 SPIE.
    Collection Information
    This item from the UA Faculty Publications collection is made available by the University of Arizona with support from the University of Arizona Libraries. If you have questions, please contact us at repository@u.library.arizona.edu.
    Abstract
    For more than sixty years, the "Holy Grail" of computer science has been to build an intelligent, autonomous system, one that is self-aware and capable of rational thought. The founders of Artificial Intelligence recently gave a grim assessment of their field: AI and neuroscience are fixated on the details of implementation, without a fundamental architecture in sight.(1) No one has ever articulated the design for an autonomous system, so how can one be built? Modern AI/AGI efforts attempt to achieve this goal through elaborate rules-based computation and biology-inspired computing topologies, while actively ignoring the need for a fundamental architecture. This publication introduces a novel architecture and fundamental operating theory behind true autonomy, breaking with the standard principles of AI the very principles that have kept AI from achieving its own goals.
    ISSN
    0277-786X
    DOI
    10.1117/12.2517403
    Version
    Final published version
    ae974a485f413a2113503eed53cd6c53
    10.1117/12.2517403
    Scopus Count
    Collections
    UA Faculty Publications

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