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Collapse as an Intrinsic Field Process: Schrödinger Bridges, Informational Thresholds, and the Quantum Measurement Problem

Kai Hong

Published Mar 15, 2026• 0 citations
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Abstract

Description This paper proposes a framework in which quantum measurement collapse emerges as an intrinsic dynamical process in a quantum informational field. Using entropy-regularized optimal transport (Schrödinger bridge theory) together with threshold phenomena in high-dimensional systems, collapse is interpreted as an entropy-minimizing transport process that concentrates informational coherence. Within this framework, quantum waves are treated as carriers of quantum information forming a chaotic informational field from which coherent structures may emerge. The approach connects Schrödinger bridge dynamics, threshold behavior in subsystem purity, and the path-integral formulation of quantum mechanics. Collapse is therefore interpreted as a field-intrinsic process rather than a consequence of observer intervention. The paper further explores implications for quantum information theory, Quantum Darwinism, and informational approaches to consciousness, suggesting experimentally testable signatures for coherence thresholds in complex quantum systems.

DOI
10.5281/zenodo.19026413

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The quantum measurement problem (QMP), epitomized by the Einstein-Podolsky-Rosen paradox, has resisted resolution for nearly a century. Traditional interpretations—Copenhagen, many-worlds, decoherence, objective collapse—leave unresolved the ontological nature of collapse. We propose a new framework: collapse is not observer-induced but intrinsic to the quantum-informational field, carried by qiwaves. Using entropy-regularized optimal transport (Schrödinger bridge theory), threshold phenomena (Park-Pham's proof of the Kahn-Kalai conjecture), and stability results from Alessio Figalli's work on optimal transport, we formalize collapse as an inevitable informational phase transition. This integration elevates Feynman's heuristic path integral into a rigorous mathematical formalism. Consciousness is reframed as the witness to coherence, not its cause. This synthesis provides a mathematically precise resolution to the measurement problem and opens pathways for interdisciplinary exploration across physics, information theory, and cognitive science.

Giro-Kai Hong

The quantum measurement problem (QMP), epitomized by the Einstein-Podolsky-Rosen paradox, has resisted resolution for nearly a century. Traditional interpretations—Copenhagen, many-worlds, decoherence, objective collapse—leave unresolved the ontological nature of collapse. We propose a new framework: collapse is not observer-induced but intrinsic to the quantum-informational field, carried by qiwaves. Using entropy-regularized optimal transport (Schrödinger bridge theory), threshold phenomena (Park-Pham's proof of the Kahn-Kalai conjecture), and stability results from Alessio Figalli's work on optimal transport, we formalize collapse as an inevitable informational phase transition. This integration elevates Feynman's heuristic path integral into a rigorous mathematical formalism. Consciousness is reframed as the witness to coherence, not its cause. This synthesis provides a mathematically precise resolution to the measurement problem and opens pathways for interdisciplinary exploration across physics, information theory, and cognitive science.

•Jun 25, 2026•0 citations

Collapse as Entropy-Minimizing Transport: A Probabilistic Resolution of the Quantum Measurement Problem

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The quantum measurement problem (QMP), epitomized by the Einstein-Podolsky-Rosen paradox, has resisted resolution for nearly a century. Traditional interpretations—Copenhagen, many-worlds, decoherence, objective collapse—leave unresolved the ontological nature of collapse. We propose a new framework: collapse is not observer-induced but intrinsic to the quantum-informational field, carried by qiwaves. Using entropy-regularized optimal transport (Schrödinger bridge theory), threshold phenomena (Park-Pham's proof of the Kahn-Kalai conjecture), and stability results from Alessio Figalli's work on optimal transport, we formalize collapse as an inevitable informational phase transition. This integration elevates Feynman's heuristic path integral into a rigorous mathematical formalism. Consciousness is reframed as the witness to coherence, not its cause. This synthesis provides a mathematically precise resolution to the measurement problem and opens pathways for interdisciplinary exploration across physics, information theory, and cognitive science.

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Collapse, Selection, and the Geometry of Information

Giro-Kai Hong

This mini-monograph proposes a new variational and information-geometric framework for understanding the quantum measurement problem, with particular emphasis on the unresolved problem of outcome selection. While decoherence theory explains the suppression of interference and the emergence of stable pointer bases, it does not by itself explain why one definite outcome is realized rather than another. This work argues that the missing element is not simply an additional dynamical mechanism, but a structural principle of selection. The central thesis is that quantum measurement may be understood as a process of entropic channel selection within a structured space of admissible outcomes. Drawing on Schrödinger bridge theory, entropy-regularized optimal transport, stochastic path-space variational principles, concentration of measure, and large deviation theory, the monograph develops a framework in which collapse-like definiteness emerges through constrained probabilistic evolution. Measurement is thereby reinterpreted not as an arbitrary interruption of unitary dynamics, but as a threshold phenomenon in the geometry of information. The work introduces an informational configuration space of possible resolution channels, defines an entropic action functional over stochastic paths, and proposes a channel-selection principle based on entropy-minimizing interpolation. It further examines the relation between Schrödinger bridges and optimal transport, explores the zero-noise limit, connects the framework to path-integral intuition, and develops explicit models of Gaussian bridge dynamics and two-channel selection. The emergence of classicality is treated through exponential concentration, threshold amplification, and phase-transition-like stabilization in high-dimensional systems. The monograph does not claim to replace standard quantum mechanics. Rather, it seeks to clarify how definite outcomes might arise from variational organization within probability itself, while remaining compatible with reduced quantum dynamics, decoherence, and open-system evolution. It is intended as a conceptual and mathematical foundation for further work at the intersection of quantum foundations, stochastic processes, information geometry, and the theory of emergent classicality.

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Collapse, Selection, and the Geometry of Information A Variational and Schrödinger Bridge Foundation for Quantum Measurement

Giro-Kai Hong

Collapse, Selection, and the Geometry of Information A Variational and Schrödinger Bridge Foundation for Quantum Measurement Quantum theory explains the evolution of possibilities with extraordinary precision, yet the emergence of definite outcomes remains conceptually unresolved. Why does one outcome appear rather than another? Decoherence explains the suppression of interference and the emergence of preferred bases, but not the mechanism by which multiplicity gives way to singularity. Collapse models introduce stochastic modifications of dynamics, yet the structural principle governing outcome selection remains obscure. Collapse, Selection, and the Geometry of Information proposes a new framework for approaching this longstanding problem. Drawing upon Schrödinger bridge theory, entropy-regularized optimal transport, concentration inequalities, and threshold phenomena in high-dimensional probability, the book develops a variational account of measurement in which selection emerges through constrained probabilistic evolution rather than through ad hoc dynamical interruption. At the center of the argument lies a simple but far-reaching shift in perspective: the measurement problem is reframed not primarily as a problem of collapse, but as a problem of selection. Within this framework, admissible measurement outcomes are represented as endpoint distributions connected by entropy-minimizing stochastic bridges. In the small-noise regime, concentration phenomena and large-deviation structure produce exponential stabilization of particular channels, yielding effective outcome definiteness without modification of unitary quantum evolution. The book integrates ideas from quantum foundations, stochastic processes, optimal transport, and information geometry into a unified conceptual architecture. Along the way, it explores the relation between decoherence and variational structure, the geometry of path space, threshold mechanisms in probabilistic systems, and the emergence of macroscopic stability from high-dimensional stochastic dynamics. Neither purely technical textbook nor purely philosophical meditation, this work occupies a rare middle ground: mathematically informed, conceptually ambitious, and written in continuous narrative prose accessible to advanced readers in physics, mathematics, and philosophy of science. Ultimately, the book argues that the transition from possibility to actuality may be inseparable from the geometry of probability itself.

•May 19, 2026•0 citations

Collapse Rhythm Transport Theory: An Entropy-Minimizing Approach to the Quantum Measurement Problem

Giro-Kai Hong

We propose Collapse Rhythm Transport Theory (CRTT), a framework in which quantum state reduction emerges as an intrinsic informational phase transition rather than an observer-induced event. Collapse is modeled as the entropy-minimizing interpolation of a Schrödinger bridge, gated by two order parameters: a normalized contextual information density Φ and a rhythm alignment factor Γ, defined as a Kuramoto-type phase-order parameter measuring coherence between system dynamics and the pointer dynamics of the measurement context. The resulting dynamics take Lindblad form with a context-conditional rate λ(t) = λ₀ f(Φ) Γ(t). We prove that when the rate is outcome-independent, CRTT reproduces Born statistics exactly, via a martingale argument; departures from the Born rule arise only through outcome-dependent rhythm alignment and are parametrically small. Because the collapse rate vanishes in the absence of a structured context (Γ → 0), CRTT is automatically consistent with existing null results constraining spontaneous collapse models (X-ray emission, gravitational-wave detectors, matter-wave interferometry). We derive a falsifiable signature: an oscillatory, detuning-dependent modulation of interferometric visibility of order 10⁻³ for photonic transit times of 10 ns, distinguishable in principle from environmental decoherence, which predicts no such dependence. We situate the framework philosophically, conjecturing that conscious awareness is a resonance correlate of collapse rather than its cause.

•Jul 6, 2026•0 citations

Collapse Rhythm Transport Theory: An Entropy-Minimizing Approach to the Quantum Measurement Problem

Giro-Kai Hong

We propose Collapse Rhythm Transport Theory (CRTT), a framework in which quantum state reduction emerges as an intrinsic informational phase transition rather than an observer-induced event. Collapse is modeled as the entropy-minimizing interpolation of a Schrödinger bridge, gated by two order parameters: a normalized contextual information density Φ and a rhythm alignment factor Γ, defined as a Kuramoto-type phase-order parameter measuring coherence between system dynamics and the pointer dynamics of the measurement context. The resulting dynamics take Lindblad form with a context-conditional rate λ(t) = λ₀ f(Φ) Γ(t). We prove that when the rate is outcome-independent, CRTT reproduces Born statistics exactly, via a martingale argument; departures from the Born rule arise only through outcome-dependent rhythm alignment and are parametrically small. Because the collapse rate vanishes in the absence of a structured context (Γ → 0), CRTT is automatically consistent with existing null results constraining spontaneous collapse models (X-ray emission, gravitational-wave detectors, matter-wave interferometry). We derive a falsifiable signature: an oscillatory, detuning-dependent modulation of interferometric visibility of order 10⁻³ for photonic transit times of 10 ns, distinguishable in principle from environmental decoherence, which predicts no such dependence. We situate the framework philosophically, conjecturing that conscious awareness is a resonance correlate of collapse rather than its cause.

•Oct 15, 2026•0 citations
Description This paper proposes a framework in which quantum measurement collapse emerges as an intrinsic dynamical process in a quantum informational field. Using entropy-regularized optimal transport (Schrödinger bridge theory) together with threshold phenomena in high-dimensional systems, collapse is interpreted as an entropy-minimizing transport process that concentrates informational coherence. Within this framework, quantum waves are treated as carriers of quantum information forming a chaotic informational field from which coherent structures may emerge. The approach connects Schrödinger bridge dynamics, threshold behavior in subsystem purity, and the path-integral formulation of quantum mechanics. Collapse is therefore interpreted as a field-intrinsic process rather than a consequence of observer intervention. The paper further explores implications for quantum information theory, Quantum Darwinism, and informational approaches to consciousness, suggesting experimentally testable signatures for coherence thresholds in complex quantum systems.
The quantum measurement problem (QMP), epitomized by the Einstein-Podolsky-Rosen paradox, has resisted resolution for nearly a century. Traditional interpretations—Copenhagen, many-worlds, decoherence, objective collapse—leave unresolved the ontological nature of collapse. We propose a new framework: collapse is not observer-induced but intrinsic to the quantum-informational field, carried by qiwaves. Using entropy-regularized optimal transport (Schrödinger bridge theory), threshold phenomena (Park-Pham's proof of the Kahn-Kalai conjecture), and stability results from Alessio Figalli's work on optimal transport, we formalize collapse as an inevitable informational phase transition. This integration elevates Feynman's heuristic path integral into a rigorous mathematical formalism. Consciousness is reframed as the witness to coherence, not its cause. This synthesis provides a mathematically precise resolution to the measurement problem and opens pathways for interdisciplinary exploration across physics, information theory, and cognitive science.
The quantum measurement problem (QMP), epitomized by the Einstein-Podolsky-Rosen paradox, has resisted resolution for nearly a century. Traditional interpretations—Copenhagen, many-worlds, decoherence, objective collapse—leave unresolved the ontological nature of collapse. We propose a new framework: collapse is not observer-induced but intrinsic to the quantum-informational field, carried by qiwaves. Using entropy-regularized optimal transport (Schrödinger bridge theory), threshold phenomena (Park-Pham's proof of the Kahn-Kalai conjecture), and stability results from Alessio Figalli's work on optimal transport, we formalize collapse as an inevitable informational phase transition. This integration elevates Feynman's heuristic path integral into a rigorous mathematical formalism. Consciousness is reframed as the witness to coherence, not its cause. This synthesis provides a mathematically precise resolution to the measurement problem and opens pathways for interdisciplinary exploration across physics, information theory, and cognitive science.
The quantum measurement problem (QMP), epitomized by the Einstein-Podolsky-Rosen paradox, has resisted resolution for nearly a century. Traditional interpretations—Copenhagen, many-worlds, decoherence, objective collapse—leave unresolved the ontological nature of collapse. We propose a new framework: collapse is not observer-induced but intrinsic to the quantum-informational field, carried by qiwaves. Using entropy-regularized optimal transport (Schrödinger bridge theory), threshold phenomena (Park-Pham's proof of the Kahn-Kalai conjecture), and stability results from Alessio Figalli's work on optimal transport, we formalize collapse as an inevitable informational phase transition. This integration elevates Feynman's heuristic path integral into a rigorous mathematical formalism. Consciousness is reframed as the witness to coherence, not its cause. This synthesis provides a mathematically precise resolution to the measurement problem and opens pathways for interdisciplinary exploration across physics, information theory, and cognitive science.
This mini-monograph proposes a new variational and information-geometric framework for understanding the quantum measurement problem, with particular emphasis on the unresolved problem of outcome selection. While decoherence theory explains the suppression of interference and the emergence of stable pointer bases, it does not by itself explain why one definite outcome is realized rather than another. This work argues that the missing element is not simply an additional dynamical mechanism, but a structural principle of selection. The central thesis is that quantum measurement may be understood as a process of entropic channel selection within a structured space of admissible outcomes. Drawing on Schrödinger bridge theory, entropy-regularized optimal transport, stochastic path-space variational principles, concentration of measure, and large deviation theory, the monograph develops a framework in which collapse-like definiteness emerges through constrained probabilistic evolution. Measurement is thereby reinterpreted not as an arbitrary interruption of unitary dynamics, but as a threshold phenomenon in the geometry of information. The work introduces an informational configuration space of possible resolution channels, defines an entropic action functional over stochastic paths, and proposes a channel-selection principle based on entropy-minimizing interpolation. It further examines the relation between Schrödinger bridges and optimal transport, explores the zero-noise limit, connects the framework to path-integral intuition, and develops explicit models of Gaussian bridge dynamics and two-channel selection. The emergence of classicality is treated through exponential concentration, threshold amplification, and phase-transition-like stabilization in high-dimensional systems. The monograph does not claim to replace standard quantum mechanics. Rather, it seeks to clarify how definite outcomes might arise from variational organization within probability itself, while remaining compatible with reduced quantum dynamics, decoherence, and open-system evolution. It is intended as a conceptual and mathematical foundation for further work at the intersection of quantum foundations, stochastic processes, information geometry, and the theory of emergent classicality.
Collapse, Selection, and the Geometry of Information A Variational and Schrödinger Bridge Foundation for Quantum Measurement Quantum theory explains the evolution of possibilities with extraordinary precision, yet the emergence of definite outcomes remains conceptually unresolved. Why does one outcome appear rather than another? Decoherence explains the suppression of interference and the emergence of preferred bases, but not the mechanism by which multiplicity gives way to singularity. Collapse models introduce stochastic modifications of dynamics, yet the structural principle governing outcome selection remains obscure. Collapse, Selection, and the Geometry of Information proposes a new framework for approaching this longstanding problem. Drawing upon Schrödinger bridge theory, entropy-regularized optimal transport, concentration inequalities, and threshold phenomena in high-dimensional probability, the book develops a variational account of measurement in which selection emerges through constrained probabilistic evolution rather than through ad hoc dynamical interruption. At the center of the argument lies a simple but far-reaching shift in perspective: the measurement problem is reframed not primarily as a problem of collapse, but as a problem of selection. Within this framework, admissible measurement outcomes are represented as endpoint distributions connected by entropy-minimizing stochastic bridges. In the small-noise regime, concentration phenomena and large-deviation structure produce exponential stabilization of particular channels, yielding effective outcome definiteness without modification of unitary quantum evolution. The book integrates ideas from quantum foundations, stochastic processes, optimal transport, and information geometry into a unified conceptual architecture. Along the way, it explores the relation between decoherence and variational structure, the geometry of path space, threshold mechanisms in probabilistic systems, and the emergence of macroscopic stability from high-dimensional stochastic dynamics. Neither purely technical textbook nor purely philosophical meditation, this work occupies a rare middle ground: mathematically informed, conceptually ambitious, and written in continuous narrative prose accessible to advanced readers in physics, mathematics, and philosophy of science. Ultimately, the book argues that the transition from possibility to actuality may be inseparable from the geometry of probability itself.
We propose Collapse Rhythm Transport Theory (CRTT), a framework in which quantum state reduction emerges as an intrinsic informational phase transition rather than an observer-induced event. Collapse is modeled as the entropy-minimizing interpolation of a Schrödinger bridge, gated by two order parameters: a normalized contextual information density Φ and a rhythm alignment factor Γ, defined as a Kuramoto-type phase-order parameter measuring coherence between system dynamics and the pointer dynamics of the measurement context. The resulting dynamics take Lindblad form with a context-conditional rate λ(t) = λ₀ f(Φ) Γ(t). We prove that when the rate is outcome-independent, CRTT reproduces Born statistics exactly, via a martingale argument; departures from the Born rule arise only through outcome-dependent rhythm alignment and are parametrically small. Because the collapse rate vanishes in the absence of a structured context (Γ → 0), CRTT is automatically consistent with existing null results constraining spontaneous collapse models (X-ray emission, gravitational-wave detectors, matter-wave interferometry). We derive a falsifiable signature: an oscillatory, detuning-dependent modulation of interferometric visibility of order 10⁻³ for photonic transit times of 10 ns, distinguishable in principle from environmental decoherence, which predicts no such dependence. We situate the framework philosophically, conjecturing that conscious awareness is a resonance correlate of collapse rather than its cause.
We propose Collapse Rhythm Transport Theory (CRTT), a framework in which quantum state reduction emerges as an intrinsic informational phase transition rather than an observer-induced event. Collapse is modeled as the entropy-minimizing interpolation of a Schrödinger bridge, gated by two order parameters: a normalized contextual information density Φ and a rhythm alignment factor Γ, defined as a Kuramoto-type phase-order parameter measuring coherence between system dynamics and the pointer dynamics of the measurement context. The resulting dynamics take Lindblad form with a context-conditional rate λ(t) = λ₀ f(Φ) Γ(t). We prove that when the rate is outcome-independent, CRTT reproduces Born statistics exactly, via a martingale argument; departures from the Born rule arise only through outcome-dependent rhythm alignment and are parametrically small. Because the collapse rate vanishes in the absence of a structured context (Γ → 0), CRTT is automatically consistent with existing null results constraining spontaneous collapse models (X-ray emission, gravitational-wave detectors, matter-wave interferometry). We derive a falsifiable signature: an oscillatory, detuning-dependent modulation of interferometric visibility of order 10⁻³ for photonic transit times of 10 ns, distinguishable in principle from environmental decoherence, which predicts no such dependence. We situate the framework philosophically, conjecturing that conscious awareness is a resonance correlate of collapse rather than its cause.