PAPERS ADDED IN THE YEAR 2018 (APPROXIMATELY)
PAPERS 2018 CONTENTS LIST
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This file Last updated: 30 Jul 2018
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To appear in PTAI 2017 Conference proceedings.
Ed. Vincent Mueller, 2018Abstract:
Despite AI's enormous practical successes, some researchers focus on its potential as science and philosophy: providing answers to ancient questions about what minds are, how they work, how multiple varieties of minds can be produced by biological evolution, including minds at different stages of evolution, and different stages of development in individual organisms. AI cannot yet replicate or faithfully model most of these, including ancient, but still widely used, mathematical discoveries described by Kant as non-empirical, non-logical and non-contingent. Automated geometric theorem provers start from externally provided logical axioms, whereas for ancient mathematicians the axioms in Euclid's Elements were major discoveries, not arbitrary starting points. Human toddlers and other animals spontaneously make similar but simpler topological and geometrical discoveries, and use them in forming intentions and planning or controlling actions. The ancient mathematical discoveries were not results of statistical/probabilistic learning, because, as noted by Kant, they provide non-empirical knowledge of possibilities, impossibilities and necessary connections. Can gaps between natural and artificial reasoning in topology and geometry be bridged if future AI systems use previously unknown forms of information processing machinery -- perhaps "Super-Turing Multi-Membrane" machinery?
Keywords/phrases:
AI as science and philosophy; Can AI model ancient geometers? Can AI model human toddlers? Gaps and limitations of current AI; Super-Turing membrane machines; Replicating mathematical consciousness; Research needed.For more information about the Meta-Morphogenesis project, see
http://www.cs.bham.ac.uk/research/projects/cogaff/misc/meta-morphogenesis.html
Date Installed:30 Jul 2018
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