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8 papers
Identifying Quantum Structure in AI Language: Evidence for Evolutionary Convergence of Human and Artificial Cognition
Diederik Aerts, Jonito Aerts Arguëlles, Lester Beltran +4
We present the results of cognitive tests on conceptual combinations, performed using specific Large Language Models (LLMs) as test subjects. In the first test, performed with Chat…
Bell's Inequalities and Entanglement in Corpora of Italian Language
Diederik Aerts, Suzette Geriente, Roberto Leporini +1
We analyze the results of three information retrieval tests on conceptual combinations that we have recently performed using corpora of Italian language. The tests have the form of…
Quantum Measurement, Entanglement and the Warping Mechanism of Human Perception
Diederik Aerts, Jonito Aerts Arguëlles, Sandro Sozzo
We prove that the quantum measurement process contains the same warping mechanism that occurs in categorical perception, a phenomenon ubiquitous in human perception. This warping c…
Identifying Quantum Mechanical Statistics in Italian Corpora
Diederik Aerts, Jonito Aerts Arguëlles, Lester Beltran +2
We present a theoretical and empirical investigation of the statistical behaviour of the words in a text produced by human language. To this aim, we analyse the word distribution o…
Turing Video-based Cognitive Tests to Handle Entangled Concepts
Diederik Aerts, Roberto Leporini, Sandro Sozzo
We have proved in both human-based and computer-based tests that natural concepts generally 'entangle' when they combine to form complex sentences, violating the rules of classical…
From Quantum Cognition to Conceptuality Interpretation II: Unraveling the Quantum Mysteries
Diederik Aerts, Massimiliano Sassoli de Bianchi, Sandro Sozzo
An overview of the conceptuality interpretation of quantum mechanics is presented, along with an explanation of how it sheds light on key quantum and relativistic phenomena. In par…