The singularity might indeed be near, but the next interesting level of intelligence is too far

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F67985807%3A_____%2F11%3A00359181" target="_blank" >RIV/67985807:_____/11:00359181 - isvavai.cz</a>

Výsledek na webu

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DOI - Digital Object Identifier

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Jazyk výsledku

angličtina

Název v původním jazyce

The singularity might indeed be near, but the next interesting level of intelligence is too far

Popis výsledku v původním jazyce

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 areproblems whose complexity grows faster than any computable function and, therefore, not even exponential growth of computational power can help in solving such problems.

Název v anglickém jazyce

The singularity might indeed be near, but the next interesting level of intelligence is too far

Popis výsledku anglicky

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 areproblems whose complexity grows faster than any computable function and, therefore, not even exponential growth of computational power can help in solving such problems.

Druh

D - Stať ve sborníku

CEP obor

IN - Informatika

OECD FORD obor

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Projekt

<a href="/cs/project/GAP202%2F10%2F1333" target="_blank" >GAP202/10/1333: NoSCoM: Nestandardní výpočetní modely a jejich aplikace ve složitosti, lingvistice a učení</a><br>

Návaznosti

Z - Vyzkumny zamer (s odkazem do CEZ)

Rok uplatnění

2011

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název statě ve sborníku

AISB 2011. Computing & Philosophy

ISBN

978-1-908187-03-1

ISSN

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e-ISSN

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Počet stran výsledku

7

Strana od-do

73-79

Název nakladatele

The University of York

Místo vydání

York

Místo konání akce

York

Datum konání akce

4. 4. 2011

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

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