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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 Druh ASEP C - Konferenční příspěvek (mezinárodní konf.) Zařazení RIV D - Článek ve sborníku Název The singularity might indeed be near, but the next interesting level of intelligence is too far Tvůrce(i) Wiedermann, Jiří (UIVT-O) RID, SAI, ORCID Zdroj.dok. AISB 2011. Computing & Philosophy. - York : The University of York, 2011 / Kazakov D. ; Tsoulas G. - ISBN 978-1-908187-03-1 Rozsah stran s. 73-79 Poč.str. 7 s. Akce AISB 2011 Datum konání 04.04.2011-07.04.2011 Místo konání York Země GB - Velká Británie Typ akce WRD Jazyk dok. eng - angličtina Země vyd. GB - Velká Británie Klíč. slova singularity ; intelligence ; cognitive systems Vědní obor RIV IN - Informatika CEP GAP202/10/1333 GA ČR - Grantová agentura ČR CEZ AV0Z10300504 - UIVT-O (2005-2011) EID SCOPUS 84863897382 Anotace 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. Pracoviště Ústav informatiky Kontakt Tereza Šírová, sirova@cs.cas.cz, Tel.: 266 053 800 Rok sběru 2012
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