Lindblad Equation Bridges Quantum Dynamics and Collective Cognition Models — E8 Intelligence Research

FINDING: Lindblad master equation formalism provides the mathematical bridge between open quantum system dynamics and social/collective cognition models, though direct empirical validation remains absent. | MATH: Lindblad equation: dρ/dt = -i/ℏ[H,ρ] + Σ_k γ_k(L_k ρ L_k† - ½{L_k†L_k, ρ}); Liouvillian superoperator L[ρ] = -i[H,ρ] + D[ρ] (dissipator); Markovian semigroup e^{Lt}; γ_k ≥ 0 (complete positivity); trace-preserving: Tr(L[ρ]) = 0. | CONNECTION: The dissipator D[ρ] introduces non-unitary evolution with decay rates γ_k — these form a spectrum that can exhibit ratio structures (e.g., γ_1/γ_2 = 0.618 or 1.618) in resonance conditions, though no explicit golden-ratio link is stated in these sources. The social brain hypothesis (arXiv:1809.08704) invokes dyadic/triadic relations — triadic structures map to SU(3) symmetry, related to root systems A₂ (hexagonal lattice, 60° angles — base-60 connection). | DEPTH: 6 — The Lindblad formalism is mathematically rigorous and foundational for Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-09-14
DOI
https://doi.org/10.5281/zenodo.22748114
Primary Topic
Opinion Dynamics and Social Influence
Type
preprint
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preprint

Lindblad Equation Bridges Quantum Dynamics and Collective Cognition Models — E8 Intelligence Research

Andrew Stewart Caldin
Zenodo (CERN European Organization for Nuclear Research)
Opinion Dynamics and Social Influence
preprint

Lindblad Equation Bridges Quantum Dynamics and Collective Cognition Models — E8 Intelligence Research

Andrew Stewart Caldin
preprint en

Abstract

FINDING: Lindblad master equation formalism provides the mathematical bridge between open quantum system dynamics and social/collective cognition models, though direct empirical validation remains absent. | MATH: Lindblad equation: dρ/dt = -i/ℏ[H,ρ] + Σ_k γ_k(L_k ρ L_k† - ½{L_k†L_k, ρ}); Liouvillian superoperator L[ρ] = -i[H,ρ] + D[ρ] (dissipator); Markovian semigroup e^{Lt}; γ_k ≥ 0 (complete positivity); trace-preserving: Tr(L[ρ]) = 0. | CONNECTION: The dissipator D[ρ] introduces non-unitary evolution with decay rates γ_k — these form a spectrum that can exhibit ratio structures (e.g., γ_1/γ_2 = 0.618 or 1.618) in resonance conditions, though no explicit golden-ratio link is stated in these sources. The social brain hypothesis (arXiv:1809.08704) invokes dyadic/triadic relations — triadic structures map to SU(3) symmetry, related to root systems A₂ (hexagonal lattice, 60° angles — base-60 connection). | DEPTH: 6 — The Lindblad formalism is mathematically rigorous and foundational for Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com

Zenodo (CERN European Organization for Nuclear Research)
Opinion Dynamics and Social Influence
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Lindblad Equation Bridges Quantum Dynamics and Collective Cognition Models — E8 Intelligence Research — Andrew Stewart Caldin · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS