Challenges
Datasets
Workspaces
Papers
Discussions
Leaderboard
Log inSign up
Challenges
Datasets
Workspaces
Papers
Discussions
Leaderboard
Blog
Job Board
Q3AS

© 2026 Aqora Quantum S.A.S.

TermsPrivacyLegal Notice

Studies in systems, decision and control

The Conjunction Fallacy in Quantum Decision Theory

Tatyana Kovalenko, Didier Sornette

Published Jan 1, 2022• 7 citations
Publisher
DOI
10.1007/978-3-030-97273-8_11

Related papers

Why quantum probability does not explain the conjunction fallacy

Katya Tentori, Vincenzo Crupi

•Jan 1, 2013•0 citations

The conjunction fallacy and interference effects

Riccardo Franco

arXiv:0708.3948•Journal of Mathematical Psychology•Mar 14, 2009•99 citations

Testing Quantum Models of Conjunction Fallacy on the World Wide Web

Diederik Aerts, Jonito Aerts Arguëlles, Lester Beltran +4 more

arXiv:1609.07721•International Journal of Theoretical Physics•Jan 28, 2017•14 citations

A quantum theory account of order effects and conjunction fallacies in political judgments

James M. Yearsley, Jennifer S. Trueblood

Psychonomic Bulletin & Review•Sep 6, 2017•27 citations

Quantum Phenomenology of Conjunction Fallacy

Taksu Cheon, Taiki Takahashi

A quantum-like description of human decision process is developed, and a heuristic argument supporting the theory as sound phenomenology is given. It is shown to be capable of quantitatively explaining the conjunction fallacy in the same footing as the violation of sure-thing principle.

arXiv:1107.3259•Journal of the Physical Society of Japan•Sep 21, 2012•7 citations

Quantum Interference Explains Conjunction Fallacy Without Golden-Ratio Evidence — E8 Intelligence Research

Andrew Stewart Caldin

FINDING: Quantum decision theory models cognitive biases (conjunction fallacy) via quantum interference terms, but no empirical golden-ratio data is present in the provided sources. | MATH: Quantum interference term in decision: \( P(A \cap B) = P(A)P(B) + \delta \), where \(\delta\) is the interference term (analogous to \(2\sqrt{P_A P_B}\cos\theta\) in two-slit probability). Conjunction fallacy occurs when \(\delta < 0\) (negative interference). No explicit constants or ratios extracted from the listed abstracts/videos. | CONNECTION: None directly evidenced. The interference term \(\cos\theta\) can in principle take any value; no geometric ratio (0.382, 0.618, etc.) is reported in the provided material. | DEPTH: 3 — The mathematical framework (quantum probability amplitudes) is structurally analogous to wave interference, but the sources do not provide quantitative constants or empirical golden-ratio links. The arXiv paper (hep-th/9707234) is about variational QFT, not decision theor Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com

•Sep 13, 2026•0 citations
FINDING: Quantum decision theory models cognitive biases (conjunction fallacy) via quantum interference terms, but no empirical golden-ratio data is present in the provided sources. | MATH: Quantum interference term in decision: P(A∩B)=P(A)P(B)+δ P(A \cap B) = P(A)P(B) + \delta P(A∩B)=P(A)P(B)+δ, where δ\deltaδ is the interference term (analogous to 2PAPBcos⁡θ2\sqrt{P_A P_B}\cos\theta2PA​PB​​cosθ in two-slit probability). Conjunction fallacy occurs when δ<0\delta < 0δ<0 (negative interference). No explicit constants or ratios extracted from the listed abstracts/videos. | CONNECTION: None directly evidenced. The interference term cos⁡θ\cos\thetacosθ can in principle take any value; no geometric ratio (0.382, 0.618, etc.) is reported in the provided material. | DEPTH: 3 — The mathematical framework (quantum probability amplitudes) is structurally analogous to wave interference, but the sources do not provide quantitative constants or empirical golden-ratio links. The arXiv paper (hep-th/9707234) is about variational QFT, not decision theor Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com