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arXiv:1208.2362cs.AI

The Guppy Effect as Interference

Diederik Aerts, Jan Broekaert, Liane Gabora, Tomas Veloz

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Abstract

People use conjunctions and disjunctions of concepts in ways that violate the rules of classical logic, such as the law of compositionality. Specifically, they overextend conjunctions of concepts, a phenomenon referred to as the Guppy Effect. We build on previous efforts to develop a quantum model that explains the Guppy Effect in terms of interference. Using a well-studied data set with 16 exemplars that exhibit the Guppy Effect, we developed a 17-dimensional complex Hilbert space H that models the data and demonstrates the relationship between overextension and interference. We view the interference effect as, not a logical fallacy on the conjunction, but a signal that out of the two constituent concepts, a new concept has emerged.

arXiv comments
10 pages
Journal reference
Quantum Interaction. Lecture Notes in Computer Science, 7620, pp 36-47, 2012
DOI
doi:10.1007/978-3-642-35659-9_4
Subjects
cs.AIArtificial Intelligence quant-phQuantum Physics

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    • Related: From Tokens to Thoughts: How LLMs and Humans Trade Compression for Meaning – https://arxiv.org/pdf/2505.17117 (Lecun/Jurafsky) > Large Language Models (LLMs) demonstrate striking linguistic capabilities that suggest semantic understanding (Singh et al., 2024; Li et al.…

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    • I don't think this cursory look at the abstracts and first pages of these papers is achieving the effect you intended. The first quote summarize the findings (page 4) of Tversky & Shafir, 1992. Google indicates this paper has 978 citations. >is STONE LION a STONE This is called…

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