Contradiction is often seen as a defect of intelligent systems and a dangerous limitation on efficiency. In this paper we raise the question of whether, on the contrary, it could be considered a key tool in increasing intelligence in biological structures. A possible way of answering this question in a mathematical context is shown, formulating a proposition that suggests a link between intelligence and contradiction. A concrete approach is presented in the well-defined setting of cellular automata. Here we define the models of ``observer'', ``entity'', ``environment'', ``intelligence'' and ``contradiction''. These definitions, which roughly correspond to the common meaning of these words, allow us to deduce a simple but strong result about these concepts in an unbiased, mathematical manner. Evidence for a real-world counterpart to the demonstrated formal link between intelligence and contradiction is provided by three computational experiments.

Does intelligence imply contradiction? / P. Frosini. - In: COGNITIVE SYSTEMS RESEARCH. - ISSN 1389-0417. - STAMPA. - 10 (4):(2009), pp. 297-315. [10.1016/j.cogsys.2007.07.009]

Does intelligence imply contradiction?

FROSINI, PATRIZIO
2009

Abstract

Contradiction is often seen as a defect of intelligent systems and a dangerous limitation on efficiency. In this paper we raise the question of whether, on the contrary, it could be considered a key tool in increasing intelligence in biological structures. A possible way of answering this question in a mathematical context is shown, formulating a proposition that suggests a link between intelligence and contradiction. A concrete approach is presented in the well-defined setting of cellular automata. Here we define the models of ``observer'', ``entity'', ``environment'', ``intelligence'' and ``contradiction''. These definitions, which roughly correspond to the common meaning of these words, allow us to deduce a simple but strong result about these concepts in an unbiased, mathematical manner. Evidence for a real-world counterpart to the demonstrated formal link between intelligence and contradiction is provided by three computational experiments.
2009
Does intelligence imply contradiction? / P. Frosini. - In: COGNITIVE SYSTEMS RESEARCH. - ISSN 1389-0417. - STAMPA. - 10 (4):(2009), pp. 297-315. [10.1016/j.cogsys.2007.07.009]
P. Frosini
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11585/65597
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