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The singularity might indeed be near, but the next interesting level of intelligence is too far
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SYSNO ASEP 0359181 Document Type C - Proceedings Paper (int. conf.) R&D Document Type Conference Paper Title The singularity might indeed be near, but the next interesting level of intelligence is too far Author(s) Wiedermann, Jiří (UIVT-O) RID, SAI, ORCID Source Title AISB 2011. Computing & Philosophy. - York : The University of York, 2011 / Kazakov D. ; Tsoulas G. - ISBN 978-1-908187-03-1 Pages s. 73-79 Number of pages 7 s. Action AISB 2011 Event date 04.04.2011-07.04.2011 VEvent location York Country GB - United Kingdom Event type WRD Language eng - English Country GB - United Kingdom Keywords singularity ; intelligence ; cognitive systems Subject RIV IN - Informatics, Computer Science R&D Projects GAP202/10/1333 GA ČR - Czech Science Foundation (CSF) CEZ AV0Z10300504 - UIVT-O (2005-2011) EID SCOPUS 84863897382 Annotation Using the contemporary view of computing exemplified by recent models and results from non-uniform complexity theory, we investigate the computational power of cognitive systems. We show that in accordance with the so-called Extended Turing Machine Paradigm such systems can be seen as non-uniform evolving interactive systems whose computational power surpasses that of the classical Turing machines. Our results show that there is an infinite hierarchy of cognitive systems. Within this hierarchy, there are systems achieving and trespassing the human intelligence level. We will argue that, formally, from a computation viewpoint the human level intelligence is upper-bounded by the Sigma-two class of the arithmetical hierarchy. Within this class, there are problems whose complexity grows faster than any computable function and, therefore, not even exponential growth of computational power can help in solving such problems. Workplace Institute of Computer Science Contact Tereza Šírová, sirova@cs.cas.cz, Tel.: 266 053 800 Year of Publishing 2012
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