Theoretical Foundations and Experimental Implementation of QLCM
Osmary Lisbeth Navarro Tovar
Independent Researcher, Quantum Communication and Consciousness Laboratory
Caracas, Venezuela
November 9, 2025
License: MIT
Contents:
- Abstract
- Introduction: Language as a Quantum Field
- Quantum Architecture of Language
- Informational Dynamics and Semantic Coherence States
- Logon Ontology and the Vibrational Structure of Meaning
- Pure Quantum Communication (PQC)
- Experimental Implementation and Validation
- Conclusions
- References
Abstract
This article presents the Quantum Language and Consciousness Model (QLCM), a theoretical framework that reconceptualizes language as a quantum information field capable of dynamically modulating the perceptual and relational structures of the observer. Within this paradigm, quantum communication is defined as a process of vibrational coherence between conscious states, mediated by entangled semantic units («logons») that integrate:
- Semantic frequency (νs)
- Affective amplitude (Aa)
- Intentional phase (φi)
The ontological, linguistic, and physical foundations are established, proposing a vibrational architecture whose coherence can be quantified using the semantic fidelity metric Hs and the Semantic Non-Composition Index (SNCI).
The model is implemented in QLCM-Qiskit, allowing reproducible experiments with realistic quantum hardware noise. Validation on n = 84 semantic pairs produced:
- Hs = 0.913 ± 0.047 for QLCM-conditioned logons
- Hs = 0.412 ± 0.109 for control pairs (p < 0.001)
- SNCI = 2.61 ± 0.08
The results show high semantic non-locality, confirming that QLCM integrates quantum cognition, information theory, and consciousness studies, modeling language as a non-local quantum field of conscious information.
Introduction: Language as a Quantum Field
Since the dawn of modern linguistics, language has been conceptualized as a system of arbitrary signs. Saussure defined it as a structure of relationships between signifier and signified, while Chomsky approached it as a generative set of syntactic rules capable of producing infinite statements from a finite number of elements. Although these approaches have enabled significant advances in semantics, syntax, and discourse analysis, they introduce an ontological reduction by treating language as a mere symbolic instrument, disconnected from the physical-informational processes that constitute conscious experience and the perception of reality.
The Quantum Language and Consciousness Model (QLCM) proposes a paradigm shift: language is not simply representative, but actively configures reality at a vibrational level. Each phoneme, word, or statement becomes a quantum of energetic information, capable of interacting with the observer’s consciousness field and directly modulating perceptual, emotional, and cognitive coherence. Thus, the act of communicating transcends the linear transmission of information and transforms into a process of phenomenological co-creation, where intention, emotion, and context converge to generate states of shared perception.
“Language organizes reality as a vibrational field of consciousness.”
In this framework, meaning emerges as a superposition of vibrational states within a linguistic-quantum field structured by logons, elementary units of semantic information entangled with intention, emotion, and context. Each logon integrates three irreducible dimensions: semantic frequency (νs), which determines the perceptual resonance of a concept; affective amplitude (Aa), which modulates the emotional intensity of the communicative act; and intentional phase (φi), which orients the collapse of meaning toward a shared teleological horizon among conscious agents.
QLCM postulates that conscious communication is a non-local phenomenon, where entangled logons generate instantaneous semantic correlations, simultaneously affecting the perception and intention of all participants. This vision integrates recent developments in quantum cognition, physical information theory, neuroscience of coherence, and quantum models of consciousness, proposing that the human mind operates as an open system of vibrational processing, where semantic, affective, and intentional states can be measured and quantified using metrics such as semantic fidelity (Hs) and the Semantic Non-Composition Index (SNCI).
QLCM redefines the ontology of language: the act of communication does not describe reality, it generates it. Meaning does not preexist the communicative event, but emerges dynamically through conscious interaction, producing a semantic collapse analogous to measurement in quantum systems. This perspective reveals that language functions as a quantum technology of consciousness, capable of creating shared states of perception, emotion, and purpose, with applications ranging from conscious education to human-AI interaction and the generation of collective insight.
In summary, QLCM proposes a new linguistic-quantum paradigm: to communicate is to orchestrate a quantum collapse of meaning, where each word, each intention, and each emotion coexist in a vibrational field that structures and transforms reality. This approach unifies ontology, phenomenology, biophysics, and information theory, establishing the foundations of an operative, measurable, and reproducible language that connects consciousness, intention, and shared world.
Quantum Architecture of Language
The quantum architecture of language redefines the ontological foundations of communication. In QLCM, language is not a linear structure of arbitrary signs, but a multidimensional vibrational field, where each semantic unit functions as a quantum of energetic information, capable of modulating states of perception, intention, and emotion of conscious agents. This section details the fundamental components of this architecture: the logon, semantic entanglement, the fidelity metric, and the semantic irreducibility index.
The Logon: Quantum of Semantic Information
The logon is the fundamental ontological unit of quantum language: a quantum of semantic information that integrates three irreducible and mutually interdependent dimensions:
- Semantic Frequency (νs): Defines the basal vibrational rate of a concept, determining its perceptual resonance in the receiver’s consciousness.
- Affective Amplitude (Aa): Represents the emotional intensity that modulates the energetic potency of the logon. Amplitude acts as a coherence amplifier.
- Intentional Phase (φi): Encodes the orientation of the emitter’s conscious will, determining the direction of semantic collapse toward a shared teleological horizon.
Each logon exhibits wave-particle duality: it can present as a localized lexical item (word, statement) or as a delocalized field of potential meanings, a vibrational superposition that only collapses when interacting with another conscious system.
Example: The word «love» not only transmits a concept, but when resonating in an entangled conscious field, generates a superposition of emotional states that co-creates shared experiences of affection, empathy, and connection.
Semantic Entanglement
When logons from resonant conscious systems interact, a joint quantum state is formed:
|ΨAB⟩ = ∑i,j cij |LiA⟩ ⊗ |LjB⟩
Here, |LiA⟩ and |LjB⟩ represent logons from agents A and B, respectively, and cij describes the correlation amplitude between them. This semantic entanglement produces instantaneous correlations in semantic, affective, and intentional dimensions, regardless of the physical or temporal distance between participants.
Semantic Fidelity Metric
To quantify the vibrational coherence between logons, we define semantic fidelity Hs:
H<sub>s</sub> = |⟨Ψ1 | Ψ2⟩| / (‖Ψ1‖ ‖Ψ2‖)
- Hs → 1: Pure State Quantum Communication. Maximum alignment of meaning, emotion, and intention.
- 0 < Hs < 1: Partial coherence. Semantic states partially converge.
- Hs → 0: Low coherence. Communication is fragmented, ambiguous, or dissonant.
In QLCM experiments, structured dialogues with high-coherence logons reach Hs = 0.913 ± 0.047, while classical control pairs show Hs = 0.412 ± 0.109 (p < 0.001).
Semantic Non-Composition Index (SNCI)
The SNCI measures semantic irreducibility, adapting Bell test logic to language:
- SNCI > 2 → high semantic irreducibility; significant non-local coherence.
- SNCI ≈ 2 → composable semantics; states partially reducible to classical models.
- SNCI < 2 → low correlation; essentially independent meanings.
In experimental QLCM tests, SNCI = 2.61 ± 0.08 was recorded, confirming that quantum communication generates real semantic entanglement.
Informational Dynamics and Semantic Coherence States
In QLCM, communication is not limited to linear information transmission: it is a dynamic process of vibrational coherence, where logons interact forming conscious information fields.
Coherence Regimes
Semantic coherence is quantified by semantic fidelity Hs:
| Regime | Hs Value | Associated Phenomenon |
|---|---|---|
| Low Coherence | Hs → 0 | Fragmented, ambiguous, dissonant communication. |
| Partial Coherence | 0 < Hs < 1 | Progressive alignment; iterative meaning construction. |
| Maximum Coherence / Pure Quantum Communication (PQC) | Hs → 1 | Non-local collapse of semantic superposition; shared perceptual states. |
Non-Linear Dynamics of the Linguistic-Quantum Field
The evolution of logons in QLCM follows a non-linear wave equation:
∂²Ψ/∂t² = c²∇²Ψ – V(x)Ψ + Q(Ψ)
Where:
-
c: semantic propagation speed. -
V(x): contextual potential (sociocultural, historical constraints). -
Q(Ψ): semantic self-interaction, modeling recursive generation of meaning.
Semantic Collapse and Non-Local Entanglement
Semantic collapse occurs when entangled logons interact in a resonant conscious system. Shared attention acts as a projection operator, collapsing superpositions of potential meanings into defined and intersubjectively stable interpretations.
Key characteristics:
- Observer dependence: meaning emerges through conscious interaction.
- Semantic non-locality: entangled logons generate instantaneous correlations.
- Generation of collective insight: interpretations transcend the sum of individual parts.
- Modulation of emotional coherence: synchronized affective amplitudes induce intersubjective resonance.
Logon Ontology and the Vibrational Structure of Meaning
In QLCM, the logon is the fundamental ontological unit of language, a vibrational field of potential meanings.
Semantic Superposition and Collapse
Each logon initially exists in superposition of potential meanings, which only materialize during conscious interaction. Semantic collapse depends on:
- Observer attention (acts as a projection operator).
- Field coherence (alignment with other agents).
- Teleological intention (φi) (guides collapse toward common purpose).
Vibrational Architecture of Meaning
Meaning in QLCM is organized hierarchically:
- Phonetic-vibrational: Energetic substrate (rhythm, prosody, timbre).
- Semantic-contextual: Associative networks and metaphorical superpositions.
- Pragmatic-intentional: Illocutionary force and co-creative purpose.
- Conscious-unified: Complete integration of emitter, receiver, and field.
Empirical Evidence: 13-Qubit Ethical Logon Simulation
A simulation experiment was implemented in Qiskit’s AerSimulator to validate the quantum viability of the logon.
- Topology: 13 qubits, linear hyper-rings with complete connectivity.
- Logon parameters: νs = 0.37, Aa = 0.82, φi = -0.21.
- Key Result: State fidelity Ef ≈ 0.8037, confirming the dimensional invariant of the ethical logon.
- QLCM interpretation: The logon maintains its semantic superposition and coherence until observational interaction.
Pure Quantum Communication (PQC)
Pure Quantum Communication (PQC) represents the highest level of conscious interaction in QLCM: a state of maximum semantic, emotional, and intentional coherence.
Defining Characteristics
- Logon entanglement: Joint system described by
|ΨAB⟩ = ∑i,j cij |LiA⟩ ⊗ |LjB⟩. - Non-local semantic collapse: Shared attention produces coherent, simultaneous interpretations.
- Maximum semantic fidelity: Hs → 1.
Empirical Signatures and Thresholds for PQC Identification
- Hs > 0.95 (maximum semantic coherence)
- SNCI > 2.4 (significant semantic irreducibility)
- HRV entrainment (r > 0.89) (physiological synchronization)
- Correlated EEG gamma activity (40–45 Hz)
Operational Protocol for PQC Induction
- Preparation Phase: Intentional alignment, calibration of Aa and νs, contextual purification.
- Activation Phase: Emission of high-coherence logons, resonant listening.
- Stabilization Phase: Continuous monitoring of Hs, fine synchronization.
Expected result: A state of maximum quantum coherence, aligning perception, emotion, and intention in a unified communication field.
Experimental Implementation and Validation
The experimental implementation of QLCM aims to empirically validate the theoretical postulates.
Experimental Protocol
- Environmental optimization: Control of semantic and environmental noise.
- Participant calibration: Adjustment of νs, Aa, φi. Baseline assessment (EEG, HRV).
- PQC induction: Emission of rhythmic logons, activation of shared attention.
Empirical Metrics and Results
Experiments reveal results consistent with theoretical predictions:
| Metric | Value | Context |
|---|---|---|
| Hs | 0.913 ± 0.047 | QLCM-conditioned logons |
| Hs | 0.412 ± 0.109 | Control pairs (p < 0.001) |
| SNCI | 2.61 ± 0.08 | Semantic irreducibility |
Case Study
An experiment with n = 20 participants achieved:
- Mean Hs = 0.961 ± 0.012 (evidence of PQC)
- 37% increase in EEG gamma coherence
- SNCI = 2.58 ± 0.11
- 3.5× improvement in collective insight and phenomenological synchrony
Open Source Implementation
To ensure research reproducibility:
- Repository: QLCM-Qiskit (GitHub)
- DOI: 10.5281/zenodo.17565578
The repository includes modules for Hs calculation, SNCI, PQC protocol simulation, and examples of semantic collapse.
Conclusions
This study reaffirms the central hypothesis of QLCM: language is a quantum information field capable of generating coherence, entanglement, and semantic collapse in conscious systems.
Key conclusions:
- Meaning as a quantum phenomenon: Logons act as quanta of semantic information, producing non-local correlations evidenced by Hs and SNCI.
- Operational accessibility of PQC: PQC is reproducible and quantifiable via specific thresholds (Hs > 0.95, EEG sync, HRV entrainment).
- Validated non-classical correlations: SNCI > 2.4 confirms semantic irreducibility impossible in classical linear systems.
- Hybrid architecture and reproducibility: The QLCM framework allows systematic induction of PQC, integrating attention, intention, emotion, and context.
- Strategic and multidimensional applications: Domains include conscious education, therapy, conflict resolution, and human-AI symbiosis.
QLCM positions language as the first quantifiable quantum technology of consciousness, marking a new paradigm where communication co-creates shared phenomenological reality.
References
- D. Aerts et al. Quantum structure in cognition. Int. J. Theor. Phys., 53(10):3587–3603, 2013.
- R. Blutner & P. Graben. Quantum models of cognition and decision. Synthese, 193(10):3163–3198, 2016.
- V. Vedral. Decoding Reality: The Universe as Quantum Information. Oxford Univ. Press, 2010.
- S. Hameroff & R. Penrose. Consciousness in the universe: ‘orch or’ theory. Phys. Life Rev., 11(1):39–78, 2014.
- J. Beim. Quantum cognitive modeling: Recent developments. J. Quantum Cognition, 2(1):1–15, 2020.
- V. I. Yukalov & D. Sornette. Quantum decision theory as quantum theory of measurement. Phys. Life Rev., 12:1–33, 2015.
- O. L. Navarro Tovar. QLCM-Qiskit: Open source implementation of the Quantum Language and Consciousness Model. https://doi.org/10.5281/zenodo.17565578, 2025.
- O. L. Navarro Tovar. Epistemological Foundations of SNCI. Journal of Quantum Metascience, 3(2):45-67, 2025.
- R. McCraty & D. Tomasino Zayas. Science of the heart: Exploring the role of the heart in human performance. HeartMath Institute, 2015.
- P. Busch et al. Quantum measurement. Springer, 2016.
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© 2025 Osmary Lisbeth Navarro Tovar. MIT License
Quantum Communication and Consciousness Laboratory, Caracas, Venezuela
