Consciousness in Artificial Intelligence: (Record no. 1619)

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Personal name Butlin, Patrick
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Title Consciousness in Artificial Intelligence:
Remainder of title Insights from the Science of Consciousness
Statement of responsibility, etc. Patrick Butlin, Robert Long, Eric Elmoznino
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Summary, etc. Whether current or near-term AI systems could be conscious is a topic of scientific interest and increasing public concern. This report argues for, and exemplifies, a rigorous and empirically grounded approach to AI consciousness: assessing existing AI systems in detail, in light of our best-supported neuroscientific theories of consciousness. We survey several prominent scientific theories of consciousness, including recurrent processing theory, global workspace theory, higher-order theories, predictive processing, and attention schema theory. From these theories we derive "indicator properties" of consciousness, elucidated in computational terms that allow us to assess AI systems for these properties. We use these indicator properties to assess several recent AI systems, and we discuss how future systems might implement them. Our analysis suggests that no current AI systems are conscious, but also suggests that there are no obvious technical barriers to building AI systems which satisfy these indicators.
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Topical term or geographic name entry element Artificial Intelligence
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Topical term or geographic name entry element Neurons and Cognition
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Topical term or geographic name entry element Computers and Society
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Topical term or geographic name entry element Machine Learning
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Type of reproduction Photocopy.
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Source of data CamTech Library
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Koha item type Books
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    Dewey Decimal Classification     CamTech Library CamTech Library General Collections 05/02/2024   0000002061 05/02/2024 C.1 05/02/2024 Books