English

Turing Video-based Cognitive Tests to Handle Entangled Concepts

Neurons and Cognition 2025-02-13 v2 Quantum Physics

Abstract

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 compositional semantics. In this article, we present the results of an innovative video-based cognitive test on a specific conceptual combination, which significantly violates the Clauser-Horne-Shimony-Holt version of Bell's inequalities ('CHSH inequality'). We also show that collected data can be faithfully modeled within a quantum-theoretic framework elaborated by ourselves and a 'strong form of entanglement' occurs between the component concepts. While the video-based test confirms previous empirical results on entanglement in human cognition, our empirical approach surpasses language barriers and eliminates the need for prior knowledge, enabling universal accessibility. Finally, this transformative methodology allows one to unravel the underlying connections that drive our perception of reality. As a matter of fact, we provide a novel explanation for the appearance of entanglement in both physics and cognitive realms.

Keywords

Cite

@article{arxiv.2409.08868,
  title  = {Turing Video-based Cognitive Tests to Handle Entangled Concepts},
  author = {Diederik Aerts and Roberto Leporini and Sandro Sozzo},
  journal= {arXiv preprint arXiv:2409.08868},
  year   = {2025}
}

Comments

28 pages, 3 figures

R2 v1 2026-06-28T18:43:46.881Z