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

Result code in 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>
Result on the web
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DOI - Digital Object Identifier
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Result language
angličtina
Original language name
The singularity might indeed be near, but the next interesting level of intelligence is too far
Original language description
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.
Czech name
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Czech description
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Project
<a href="/en/project/GAP202%2F10%2F1333" target="_blank" >GAP202/10/1333: NoSCoM: Non-Standard Computational Models and Their Applications in Complexity, Linguistics, and Learning</a><br>
Continuities
Z - Vyzkumny zamer (s odkazem do CEZ)

Publication year
2011
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

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