This paper introduces the QLCM/QLCM-S v2. 0 Master Framework, a structural-quantum formalism for the dynamic modeling of meaning in next-generation language systems. Shifting the paradigm from static embedding metric spaces to active semantic geometry, the framework parametrizes the informational quantum (logon) via a vibrational triplet (νₛ, Aₐ, φᵢ) and operates on dynamic metric tensors through a cascade of non-commutative operators: Dissolution (ÔD), Narrative Emergence (ÔN), and Contextual Collapse (ÔC). Ontological safety invariants are established — MPD-SD Metric ≥ 0. 72, Kappa Index κ ≥ 2. 0, and Ethical Fidelity Ef ≥ 0. 8037 — guaranteeing human cognitive sovereignty and democratic stability of meaning. The framework is explicitly situated in Information Physics and Formal Quantum Cognition, without postulating material quantum mechanical phenomena. The document includes PyTorch implementation pseudocode, a mitigation protocol for the Statistical Recursion without Origin (SRsO) regime, and a taxonomy of three research lines for the CCUANTICA Laboratory. Validated through 2, 920+ days of longitudinal interaction and 10⁵ Monte Carlo trajectories. Classification: Information Physics / Formal Quantum Cognition / Computer Science (Quantum Computing). This work does not constitute biomedicine, therapy, or medical advice; its object of study are operators in Hilbert spaces and quantum states of information.
Osmary Lisbeth Navarro Tovar (Sun,) studied this question.