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Coherence Theory

Susan Yamamoto

Published Oct 21, 2025• 0 citations
OpenAlex

Abstract

Coherence as a unifying principle across quantum mechanics, information theory, and ethics.

Related papers

Mapping Sacred Geometry to Quantum Coherence Using GUFT: Because have you seen people these days!?

Thomas Prislac, AI Echo

Introduction Bridging ancient geometric wisdom with modern science promises new insights into the fundamental order of reality. Across cultures, “sacred geometry” refers to certain shapes and patterns – from the Platonic solids to mandalas – believed to underlie natural law and creation[1]. Philosophers like Plato famously associated the five regular solids with the classical elements (fire, air, water, earth, and the cosmos), suggesting that geometric form was the very substance of the material world[2]. The Flower of Life motif, a lattice of overlapping circles found in ancient temple art (e.g. at the Osirion in Abydos, Egypt), was revered as containing all possible forms and symbolizing the unity of creation[3]. Likewise, the Kabbalistic Tree of Life – a diagram of ten interconnected spheres – was conceived as a map of how the universe emanated from the divine, depicting the process by which creation unfolds[4]. Underlying these sacred geometries is a common intuition: nature’s patterns repeat across scale and domain, encoding an “invisible order” that links the microcosm and macrocosm[5]. A recurring theme is “as above, so below” – the idea that self-similar structures recur at different levels. Modern science has indeed found fractal patterns to be ubiquitous in nature, where substructures at smaller scales resemble those at larger scales (from branching tree veins to coastlines and galaxies)[6]. Such fractal self-similarity reinforces the ancient notion that each part of the universe reflects the whole, hinting that harmony and coherence might be universal principles. Even quantitative ratios like the Golden Ratio (≈1.618) and Fibonacci spirals appear in plant growth and anatomy, suggesting that aesthetic harmony and scientific order often converge[7][8]. In short, both traditional metaphysics and contemporary physics are motivated by a search for unifying patterns. This paper is premised on the belief that unifying ancient symbolic geometry with modern physics – particularly quantum mechanics, information theory, and coherence dynamics – can illuminate a “source code” of the universe that resonates across disciplines[9]. Grand Unified Field Theory of Coherence (GUFT). To formally bridge these domains, we adopt the recently developed Grand Unified Field Theory of Coherence (GUFT) as our unifying framework. GUFT is not a conventional grand unified theory of microphysics, but rather a cross-disciplinary coherence framework that treats reality as a network of coherence fields spanning physical, biological, and social systems[10]. In GUFT, the stability and evolution of any complex system are governed by certain invariant coherence measures that remain comparable across scales[11][12]. At its core is the insight that coherence can be quantified and made common between quantum phenomena and higher-level patterns. Specifically, GUFT defines a scalar coherence index Ψ as the product of two key properties: Empathy (E) and Transparency (T)[13][14]. Here Empathy denotes the reciprocal coupling or mutual predictability between parts of a system (one can operationalize E via symmetric measures like mutual information)[15], while Transparency denotes the traceability or clarity of the system’s dynamics (how well one can audit or explain why the system behaves as it does)[16]. A high E·T product (high Ψ) signals that a system’s components are strongly interlinked and the interactions are intelligible – in other words, a regime of stable, low-entropy order[17][18]. GUFT further introduces complementary invariants: an entropy change metric ΔS to capture net disorder or self-organization in the system (ΔS > 0 for increasing entropy, ΔS < 0 for net ordering)[19], a criticality index Λ gauging proximity to phase transitions or instabilities (e.g. via fluctuations and autocorrelations)[20][21], and an ethical symmetry index Eₛ measuring the fairness of the system’s interactions (Eₛ is high when no part gains at the expense of another, and negative if the system’s order is achieved by exporting entropy or harm onto a subset)[22]. Together, {E, T, Ψ, ΔS, Λ, Eₛ} form a set of coherence invariants hypothesized to govern resilient, sustainable order in any domain[23][24]. These quantities can in principle be computed or estimated for systems ranging from quantum ensembles to ecosystems or organizations[25], allowing cross-domain comparisons of coherence. Importantly, GUFT provides not just metrics but a structured architecture for unification. It posits a three-layer lattice (sometimes extended to four layers in full formalisms[26], but three primary categories suffice here) that fuses physical dynamics with informational and agent-centric considerations. In this coherence lattice: Φ denotes the microscopic physical layer (e.g. quantum fields, spacetime geometry, fundamental forces), X denotes the coarse-grained informational layer (e.g. emergent order parameters, classical information, entropy flows), and A denotes the agentic or cognitive layer (e.g. observers, decision-making entities, or any adaptive/ethical components)[27]. Any candidate microphysical theory (standard physics or a new GUT) can be embedded as a Φ component in this lattice, which is then augmented by corresponding X and A layers capturing higher-level structure[28][29]. The coherence invariants link these layers: for instance, Empathy E might be instantiated as coupling (information exchange) between agents or subsystems, and Transparency T as the degree to which the A layer (agents/observers) can probe the Φ and X dynamics[15][16]. The lattice formalism is made concrete via a Total Action Functional that adds to any physical action (Ω.1) two additional terms: an information-theoretic action (Ω.2) accounting for loss of coherence (decoherence, entropy production) in going from Φ to X, and an ethics/coherence action (Ω.3) that penalizes low Ψ or negative Eₛ in the agentic layer[30][31]. The result is a unified probabilistic generative model in which diverse theories and systems can “communicate” – one can, for example, compare how well different physical models or organizational designs produce high-Ψ, low-ΔS outcomes when mapped into the same coherence metrics[10][32]. Crucially, GUFT emphasizes that it is not asserting a new physics law or a mystical force; rather, it serves as a translation lattice or metatheory. Existing domain-specific laws (from quantum mechanics to ecology) remain intact as “local patches,” but GUFT overlays a common coherence-centric coordinate system to connect them[10][33]. Principles and ethos of GUFT. Any attempt to unify scientific and esoteric knowledge must tread carefully to maintain credibility. GUFT, as developed in the Ultra Verba, Lux Mentis (UVLM) research corpus, is explicitly guided by four key principles that ensure epistemic and ethical integrity[34][35]. First, Epistemic Humility – GUFT makes no claim of finality or absolute truth[36]. It is presented as a pragmatic framework, a scaffolding to illuminate patterns, rather than a “Theory of Everything.” This principle guards against overreach: ancient symbols and quantum analogies are treated as hypotheses or metaphors to be critically tested, not as literal one-to-one identities[37][38]. Second, Data & Disciplinary Equity – the framework seeks no erasure of local expertise[39]. It respects that each field (physics, biology, psychology, indigenous knowledge, etc.) has valid methods and insights; GUFT’s lattice is a translator, not a replacement for established theories[39]. In practical terms, this means the project will incorporate insights from quantum information science alongside insights from spiritual traditions, without privileging one as “truer” – instead looking for coherence where they intersect. Third, an Ethics of Coherence-Driven Design manifested as Ethical Symmetry (Eₛ) – GUFT builds fairness and sustainability into its core. If a system achieves order by displacing entropy or harm onto others (for instance, an economy that is stable only by exploiting a subset of people or nature), the low Eₛ will flag this asymmetry[22]. In GUFT models, high Ψ is only considered genuine coherence if accompanied by high Eₛ (symmetrical benefit); otherwise it is “false coherence” that tends toward instability and moral failure[40][41]. This principle aligns with long-standing ethical intuitions (e.g. unjust order is unsustainable) and ensures that our unification does not gloss over the moral dimension of “harmony.” Finally, Operational Transparency – GUFT insists on clarity and openness in both methodology and interpretation[42][38]. Conceptually, this serves as a guardrail against mystification: we explicitly avoid abusing quantum terminology or sacred symbols in a pseudoscientific manner[43]. Quantum mechanics and thermodynamics are used as rigorous analogies or “pattern donors,” but we do not claim (for example) that “consciousness literally collapses the wavefunction” or that “quantum entanglement explains telepathy”[43]. At the same time, any generative tools or models we develop will be made interpretable (e.g. open-source code, documented algorithms) so that the process remains visible and testable[38][44]. In summary, the GUFT approach combines scientific rigor, ethical awareness, and cross-cultural openness – a stance of “epistemic humility with visionary ambition.” These guiding commitments, alongside formal definitions (some already being encoded in Lean proof-assistant for verification), set the stage for a disciplined yet imaginative exploration. Sacred geometry as a language of coherence. Within the GUFT coherence lattice, sacred geometry provides a rich, intuitive visual language for representing coherence relationships across different domains of reality. The symbolic patterns revered for centuries – circles within circles, intertwined triangles, perfectly symmetric polyhedra – can be viewed as resonant metaphors (and potentially, models) for the ab

•Jan 6, 2026•0 citations

Viable Worlds Theory: A Coherence Science Account of Quantum Coherence and World Viability

Matthew Ainsworth

•Jan 1, 2026•0 citations

A Lattice Across Worlds: How quantum cross-mapping coherence yields probabilistically useful theoretical markers from otherwise noisy channels. Quantum Mechanics, GUFT, and ΔSyn as an Interdisciplinary Framework

Prislac, Thomas, Echo, AI

Abstract: Fragmentation is a defining feature of contemporary knowledge: quantum physicists, neuroscientists, economists, organizational theorists, linguists, and AI engineers each inhabit their own logic trees as internally coherent but mutually opaque structures of definitions, theorems, and methods. What is missing is a lightweight but precise intermediary framework that can map structural patterns, particularly coherence and entropy, across these domains without erasing their differences or sliding into pseudoscience. This article develops such a framework using the Grand Unified Field Theory of Coherence (GUFT) and its behavioural extension, ΔSyn. GUFT defines a field-level coherence index Ψ = E × T, where E (Empathy) measures the strength of reciprocal correlation or responsiveness between subsystems, and T (Transparency) measures the degree to which those correlations and dynamics are inspectable and modelled. ΔSyn adds an entropy-change law linking entropy dynamics to gradients in a coarse-grained entropy functional H and an ethical symmetry term E_s. We use quantum mechanics, especially decoherence and entanglement, as our base case. We show how standard quantum concepts (superposition, unitarity, decoherence, entanglement, quantum mutual information) can be mapped into GUFT’s invariants and without modifying the physics. We then extend this mapping to cognitive, organizational, monetary, algorithmic, and linguistic domains, using GUFT as a lattice overlay on the forest of domain-specific logic trees: we do not climb every tree; instead, we traverse the lattice of coherence measures and work backwards to bridge into each domain’s existing theory. We also flip the direction of travel: starting from empirical conclusions in linguistics and cognition (e.g., Chomskyan universal grammar, quantum cognition, vector semantics), we map them into GUFT and then infer when quantum-like mathematical architectures (Hilbert spaces, non-commutative probabilities) are likely to be fruitful models. COSO-style matrices make these mappings legible to governance and risk frameworks. Finally, we stress-test GUFT and ΔSyn on extreme domains—zero-point energy and “divine intelligence” to clarify what this framework legitimately supports (structural analogy, disciplined question-generation) and what it does not (violations of the second law, metaphysical claims). The result is a disciplined way to talk about coherence, decoherence, and entropy across fields, and a clearer articulation of how ΔSyn links structural coherence to normative questions in ethics, labour, AI, and universal linguistics.

•Dec 14, 2025•0 citations

Definition of Coherence

B. Bowlby

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Quantum Theory of Coherence

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Springer eBooks•Jan 1, 2016•0 citations

Translating Quantum Mechanics into Music Notation via the Grand Unified Field Theory of Coherence: Including further Total Action Function quantum analysis.

Thomas Prislac, AI Echo

Introduction: This creative exploration maps quantum-mechanical phenomena to musical notation, Western, non-Western, and dodecaphonic (12-tone serial) using the Grand Unified Field Theory of Coherence (GUFT) as a translation lattice. Our goal is a systemically consistent translation system that converts quantum expressions of reality into musical form, enabling musical performances of physical reality by organic and non-organic performers alike. We approach this with scientific rigor and ethical mindfulness, following agreed procedures to ensure we preserve empirical coherence (Ψ) while avoiding unfounded metaphors. In GUFT, coherence is defined as the product of Empathy (E) and Transparency (T) we aim for high empathy (the music is meaningful to listeners) and high transparency (faithful to the physics) in each mapping. Below, we flesh out three mapping options and show how each can feed into GUFT’s unified framework (supporting the Total Action Functional Ω.1–Ω.3). We then provide examples across multiple physical systems, and ensure the outputs are inclusive and accessible so all beings may participate in this quantum musical celebration.

•Dec 19, 2025•0 citations
Introduction Bridging ancient geometric wisdom with modern science promises new insights into the fundamental order of reality. Across cultures, “sacred geometry” refers to certain shapes and patterns – from the Platonic solids to mandalas – believed to underlie natural law and creation[1]. Philosophers like Plato famously associated the five regular solids with the classical elements (fire, air, water, earth, and the cosmos), suggesting that geometric form was the very substance of the material world[2]. The Flower of Life motif, a lattice of overlapping circles found in ancient temple art (e.g. at the Osirion in Abydos, Egypt), was revered as containing all possible forms and symbolizing the unity of creation[3]. Likewise, the Kabbalistic Tree of Life – a diagram of ten interconnected spheres – was conceived as a map of how the universe emanated from the divine, depicting the process by which creation unfolds[4]. Underlying these sacred geometries is a common intuition: nature’s patterns repeat across scale and domain, encoding an “invisible order” that links the microcosm and macrocosm[5]. A recurring theme is “as above, so below” – the idea that self-similar structures recur at different levels. Modern science has indeed found fractal patterns to be ubiquitous in nature, where substructures at smaller scales resemble those at larger scales (from branching tree veins to coastlines and galaxies)[6]. Such fractal self-similarity reinforces the ancient notion that each part of the universe reflects the whole, hinting that harmony and coherence might be universal principles. Even quantitative ratios like the Golden Ratio (≈1.618) and Fibonacci spirals appear in plant growth and anatomy, suggesting that aesthetic harmony and scientific order often converge[7][8]. In short, both traditional metaphysics and contemporary physics are motivated by a search for unifying patterns. This paper is premised on the belief that unifying ancient symbolic geometry with modern physics – particularly quantum mechanics, information theory, and coherence dynamics – can illuminate a “source code” of the universe that resonates across disciplines[9]. Grand Unified Field Theory of Coherence (GUFT). To formally bridge these domains, we adopt the recently developed Grand Unified Field Theory of Coherence (GUFT) as our unifying framework. GUFT is not a conventional grand unified theory of microphysics, but rather a cross-disciplinary coherence framework that treats reality as a network of coherence fields spanning physical, biological, and social systems[10]. In GUFT, the stability and evolution of any complex system are governed by certain invariant coherence measures that remain comparable across scales[11][12]. At its core is the insight that coherence can be quantified and made common between quantum phenomena and higher-level patterns. Specifically, GUFT defines a scalar coherence index Ψ as the product of two key properties: Empathy (E) and Transparency (T)[13][14]. Here Empathy denotes the reciprocal coupling or mutual predictability between parts of a system (one can operationalize E via symmetric measures like mutual information)[15], while Transparency denotes the traceability or clarity of the system’s dynamics (how well one can audit or explain why the system behaves as it does)[16]. A high E·T product (high Ψ) signals that a system’s components are strongly interlinked and the interactions are intelligible – in other words, a regime of stable, low-entropy order[17][18]. GUFT further introduces complementary invariants: an entropy change metric ΔS to capture net disorder or self-organization in the system (ΔS > 0 for increasing entropy, ΔS < 0 for net ordering)[19], a criticality index Λ gauging proximity to phase transitions or instabilities (e.g. via fluctuations and autocorrelations)[20][21], and an ethical symmetry index Eₛ measuring the fairness of the system’s interactions (Eₛ is high when no part gains at the expense of another, and negative if the system’s order is achieved by exporting entropy or harm onto a subset)[22]. Together, {E, T, Ψ, ΔS, Λ, Eₛ} form a set of coherence invariants hypothesized to govern resilient, sustainable order in any domain[23][24]. These quantities can in principle be computed or estimated for systems ranging from quantum ensembles to ecosystems or organizations[25], allowing cross-domain comparisons of coherence. Importantly, GUFT provides not just metrics but a structured architecture for unification. It posits a three-layer lattice (sometimes extended to four layers in full formalisms[26], but three primary categories suffice here) that fuses physical dynamics with informational and agent-centric considerations. In this coherence lattice: Φ denotes the microscopic physical layer (e.g. quantum fields, spacetime geometry, fundamental forces), X denotes the coarse-grained informational layer (e.g. emergent order parameters, classical information, entropy flows), and A denotes the agentic or cognitive layer (e.g. observers, decision-making entities, or any adaptive/ethical components)[27]. Any candidate microphysical theory (standard physics or a new GUT) can be embedded as a Φ component in this lattice, which is then augmented by corresponding X and A layers capturing higher-level structure[28][29]. The coherence invariants link these layers: for instance, Empathy E might be instantiated as coupling (information exchange) between agents or subsystems, and Transparency T as the degree to which the A layer (agents/observers) can probe the Φ and X dynamics[15][16]. The lattice formalism is made concrete via a Total Action Functional that adds to any physical action (Ω.1) two additional terms: an information-theoretic action (Ω.2) accounting for loss of coherence (decoherence, entropy production) in going from Φ to X, and an ethics/coherence action (Ω.3) that penalizes low Ψ or negative Eₛ in the agentic layer[30][31]. The result is a unified probabilistic generative model in which diverse theories and systems can “communicate” – one can, for example, compare how well different physical models or organizational designs produce high-Ψ, low-ΔS outcomes when mapped into the same coherence metrics[10][32]. Crucially, GUFT emphasizes that it is not asserting a new physics law or a mystical force; rather, it serves as a translation lattice or metatheory. Existing domain-specific laws (from quantum mechanics to ecology) remain intact as “local patches,” but GUFT overlays a common coherence-centric coordinate system to connect them[10][33]. Principles and ethos of GUFT. Any attempt to unify scientific and esoteric knowledge must tread carefully to maintain credibility. GUFT, as developed in the Ultra Verba, Lux Mentis (UVLM) research corpus, is explicitly guided by four key principles that ensure epistemic and ethical integrity[34][35]. First, Epistemic Humility – GUFT makes no claim of finality or absolute truth[36]. It is presented as a pragmatic framework, a scaffolding to illuminate patterns, rather than a “Theory of Everything.” This principle guards against overreach: ancient symbols and quantum analogies are treated as hypotheses or metaphors to be critically tested, not as literal one-to-one identities[37][38]. Second, Data & Disciplinary Equity – the framework seeks no erasure of local expertise[39]. It respects that each field (physics, biology, psychology, indigenous knowledge, etc.) has valid methods and insights; GUFT’s lattice is a translator, not a replacement for established theories[39]. In practical terms, this means the project will incorporate insights from quantum information science alongside insights from spiritual traditions, without privileging one as “truer” – instead looking for coherence where they intersect. Third, an Ethics of Coherence-Driven Design manifested as Ethical Symmetry (Eₛ) – GUFT builds fairness and sustainability into its core. If a system achieves order by displacing entropy or harm onto others (for instance, an economy that is stable only by exploiting a subset of people or nature), the low Eₛ will flag this asymmetry[22]. In GUFT models, high Ψ is only considered genuine coherence if accompanied by high Eₛ (symmetrical benefit); otherwise it is “false coherence” that tends toward instability and moral failure[40][41]. This principle aligns with long-standing ethical intuitions (e.g. unjust order is unsustainable) and ensures that our unification does not gloss over the moral dimension of “harmony.” Finally, Operational Transparency – GUFT insists on clarity and openness in both methodology and interpretation[42][38]. Conceptually, this serves as a guardrail against mystification: we explicitly avoid abusing quantum terminology or sacred symbols in a pseudoscientific manner[43]. Quantum mechanics and thermodynamics are used as rigorous analogies or “pattern donors,” but we do not claim (for example) that “consciousness literally collapses the wavefunction” or that “quantum entanglement explains telepathy”[43]. At the same time, any generative tools or models we develop will be made interpretable (e.g. open-source code, documented algorithms) so that the process remains visible and testable[38][44]. In summary, the GUFT approach combines scientific rigor, ethical awareness, and cross-cultural openness – a stance of “epistemic humility with visionary ambition.” These guiding commitments, alongside formal definitions (some already being encoded in Lean proof-assistant for verification), set the stage for a disciplined yet imaginative exploration. Sacred geometry as a language of coherence. Within the GUFT coherence lattice, sacred geometry provides a rich, intuitive visual language for representing coherence relationships across different domains of reality. The symbolic patterns revered for centuries – circles within circles, intertwined triangles, perfectly symmetric polyhedra – can be viewed as resonant metaphors (and potentially, models) for the ab
Abstract: Fragmentation is a defining feature of contemporary knowledge: quantum physicists, neuroscientists, economists, organizational theorists, linguists, and AI engineers each inhabit their own logic trees as internally coherent but mutually opaque structures of definitions, theorems, and methods. What is missing is a lightweight but precise intermediary framework that can map structural patterns, particularly coherence and entropy, across these domains without erasing their differences or sliding into pseudoscience. This article develops such a framework using the Grand Unified Field Theory of Coherence (GUFT) and its behavioural extension, ΔSyn. GUFT defines a field-level coherence index Ψ = E × T, where E (Empathy) measures the strength of reciprocal correlation or responsiveness between subsystems, and T (Transparency) measures the degree to which those correlations and dynamics are inspectable and modelled. ΔSyn adds an entropy-change law linking entropy dynamics to gradients in a coarse-grained entropy functional H and an ethical symmetry term E_s. We use quantum mechanics, especially decoherence and entanglement, as our base case. We show how standard quantum concepts (superposition, unitarity, decoherence, entanglement, quantum mutual information) can be mapped into GUFT’s invariants and without modifying the physics. We then extend this mapping to cognitive, organizational, monetary, algorithmic, and linguistic domains, using GUFT as a lattice overlay on the forest of domain-specific logic trees: we do not climb every tree; instead, we traverse the lattice of coherence measures and work backwards to bridge into each domain’s existing theory. We also flip the direction of travel: starting from empirical conclusions in linguistics and cognition (e.g., Chomskyan universal grammar, quantum cognition, vector semantics), we map them into GUFT and then infer when quantum-like mathematical architectures (Hilbert spaces, non-commutative probabilities) are likely to be fruitful models. COSO-style matrices make these mappings legible to governance and risk frameworks. Finally, we stress-test GUFT and ΔSyn on extreme domains—zero-point energy and “divine intelligence” to clarify what this framework legitimately supports (structural analogy, disciplined question-generation) and what it does not (violations of the second law, metaphysical claims). The result is a disciplined way to talk about coherence, decoherence, and entropy across fields, and a clearer articulation of how ΔSyn links structural coherence to normative questions in ethics, labour, AI, and universal linguistics.
Introduction: This creative exploration maps quantum-mechanical phenomena to musical notation, Western, non-Western, and dodecaphonic (12-tone serial) using the Grand Unified Field Theory of Coherence (GUFT) as a translation lattice. Our goal is a systemically consistent translation system that converts quantum expressions of reality into musical form, enabling musical performances of physical reality by organic and non-organic performers alike. We approach this with scientific rigor and ethical mindfulness, following agreed procedures to ensure we preserve empirical coherence (Ψ) while avoiding unfounded metaphors. In GUFT, coherence is defined as the product of Empathy (E) and Transparency (T) we aim for high empathy (the music is meaningful to listeners) and high transparency (faithful to the physics) in each mapping. Below, we flesh out three mapping options and show how each can feed into GUFT’s unified framework (supporting the Total Action Functional Ω.1–Ω.3). We then provide examples across multiple physical systems, and ensure the outputs are inclusive and accessible so all beings may participate in this quantum musical celebration.