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

0359181 - ÚI 2012 RIV GB eng C - Konferenční příspěvek (zahraniční konf.)
Wiedermann, Jiří
The singularity might indeed be near, but the next interesting level of intelligence is too far.
AISB 2011. Computing & Philosophy. York: The University of York, 2011 - (Kazakov, D.; Tsoulas, G.), s. 73-79. ISBN 978-1-908187-03-1.
[AISB 2011. York (GB), 04.04.2011-07.04.2011]
Grant CEP: GA ČR GAP202/10/1333
Výzkumný záměr: CEZ:AV0Z10300504
Klíčová slova: singularity * intelligence * cognitive systems
Kód oboru RIV: IN - Informatika

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.
Trvalý link: http://hdl.handle.net/11104/0197018