Contextuality in Collective Intelligence: Not There Yet

Type I contextuality or inconsistent connectedness is a fundamental feature of both the classical as well as the quantum realms. Type II contextuality (true contextuality or CHSH-type contextuality) is frequently asserted to be specific to the quantum realm. Nevertheless, evidence for Type II contex...

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Main Authors: William Sulis, Ali Khan
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Entropy
Subjects:
Online Access:https://www.mdpi.com/1099-4300/25/8/1193
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author William Sulis
Ali Khan
author_facet William Sulis
Ali Khan
author_sort William Sulis
collection DOAJ
description Type I contextuality or inconsistent connectedness is a fundamental feature of both the classical as well as the quantum realms. Type II contextuality (true contextuality or CHSH-type contextuality) is frequently asserted to be specific to the quantum realm. Nevertheless, evidence for Type II contextuality in classical settings is slowly emerging (at least in the psychological realm). Sign intransitivity can be observed in preference relations in the setting of decision making and so intransitivity in decision making may also yield examples of Type II contextuality. Previously, it was suggested that a fruitful setting in which to search for such contextuality is that of decision making by collective intelligence systems. An experiment was conducted by using a detailed simulation of nest emigration by workers of the ant <i>Temnothorax albipennis</i>. In spite of the intransitivity, these simulated colonies came close to but failed to violate Dzhafarov’s inequality for a 4-cyclic system. Further research using more sophisticated simulations and experimental paradigms is required.
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spelling doaj.art-9105899fe5254940ab988d7500bd1e162023-11-19T00:59:51ZengMDPI AGEntropy1099-43002023-08-01258119310.3390/e25081193Contextuality in Collective Intelligence: Not There YetWilliam Sulis0Ali Khan1Collective Intelligence Laboratory, McMaster University, 92 Bowman St., Hamilton, ON L8S 2T6, CanadaDepartment of Psychology, Neuroscience an Behaviour, McMaster University, 1280 Main St W., Hamilton, ON L8S 4K1, CanadaType I contextuality or inconsistent connectedness is a fundamental feature of both the classical as well as the quantum realms. Type II contextuality (true contextuality or CHSH-type contextuality) is frequently asserted to be specific to the quantum realm. Nevertheless, evidence for Type II contextuality in classical settings is slowly emerging (at least in the psychological realm). Sign intransitivity can be observed in preference relations in the setting of decision making and so intransitivity in decision making may also yield examples of Type II contextuality. Previously, it was suggested that a fruitful setting in which to search for such contextuality is that of decision making by collective intelligence systems. An experiment was conducted by using a detailed simulation of nest emigration by workers of the ant <i>Temnothorax albipennis</i>. In spite of the intransitivity, these simulated colonies came close to but failed to violate Dzhafarov’s inequality for a 4-cyclic system. Further research using more sophisticated simulations and experimental paradigms is required.https://www.mdpi.com/1099-4300/25/8/1193contextualitycollective intelligenceintransitive decision makingsocial insects
spellingShingle William Sulis
Ali Khan
Contextuality in Collective Intelligence: Not There Yet
Entropy
contextuality
collective intelligence
intransitive decision making
social insects
title Contextuality in Collective Intelligence: Not There Yet
title_full Contextuality in Collective Intelligence: Not There Yet
title_fullStr Contextuality in Collective Intelligence: Not There Yet
title_full_unstemmed Contextuality in Collective Intelligence: Not There Yet
title_short Contextuality in Collective Intelligence: Not There Yet
title_sort contextuality in collective intelligence not there yet
topic contextuality
collective intelligence
intransitive decision making
social insects
url https://www.mdpi.com/1099-4300/25/8/1193
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AT alikhan contextualityincollectiveintelligencenotthereyet