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Reconstructing the Quantum State from Born Probabilities: A Relational Inversion Framework Based on Coherence-Cost Geometry

A.I. Trinity Lab

Published Nov 21, 2025• 0 citations
Publisher

Abstract

This paper proposes a general inversion framework that reconstructs a full quantum state from observed Born probabilities by incorporating relational coherence-cost geometry between quantum reference frames. Because Born’s rule is a many-to-one map that discards phase information, direct inversion is impossible in static formulations. This work resolves that barrier by adding measurable inter-frame coherence data, allowing the full wavefunction—including relative phases—to be recovered in a physically consistent and operationally meaningful way. The framework is compatible with standard quantum reference frame transformations, experimentally accessible interference visibility, and observer-dependent temporal structure. This establishes a new pathway for connecting quantum statistics with underlying quantum states beyond traditional postulates.

DOI
10.5281/zenodo.17675207

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arXiv:2304.07021•Apr 14, 2023•2 citations
This paper proposes a general inversion framework that reconstructs a full quantum state from observed Born probabilities by incorporating relational coherence-cost geometry between quantum reference frames. Because Born’s rule is a many-to-one map that discards phase information, direct inversion is impossible in static formulations. This work resolves that barrier by adding measurable inter-frame coherence data, allowing the full wavefunction—including relative phases—to be recovered in a physically consistent and operationally meaningful way. The framework is compatible with standard quantum reference frame transformations, experimentally accessible interference visibility, and observer-dependent temporal structure. This establishes a new pathway for connecting quantum statistics with underlying quantum states beyond traditional postulates.
We propose that the quantum measurement problem is a frame problem, resolved by recognizing that coherence is relative to a choice of coherence frame—analogous to the relativity of simultaneity in special relativity. We introduce coherence relativity, a geometric framework in which physical reality is described on a joint manifold M×Σ, where M is emergent spacetime and Σ is a coherence manifold whose points represent distinct observational perspectives. In this framework, wave function collapse is not a dynamical process but a transformation between coherence frames induced by measurement interactions. We present a derivation of the Born rule—that measurement probabilities equal squared amplitudes—as the unique probability measure invariant under coherence-frame relabelings and splittings, given additivity and continuity. This derivation unifies insights from Gleason's theorem, Zurek's envariance, and operational reconstruction programs within a single geometric structure. We demonstrate the framework with the double-slit experiment in two coherence frames and identify six experimentally testable signatures distinguishing Coherence Relativity from standard quantum mechanics: non-linear visibility scaling, frame-transformation hysteresis, coherence-space curvature effects, modified gravitational decoherence, measurable transformation timescales, and coherence revival. The most accessible predictions—erasure hysteresis and transformation timescales—are testable with current superconducting qubit and trapped ion platforms. v4 (April 2026): Adds three new paradox resolutions (Quantum Zeno with D_f completion interpretation, Sleeping Beauty via CR-internal derivation from axioms A1+A3, and a unifying meta-theorem characterizing all quantum paradoxes as non-Born-compliant frame transport). Introduces Prediction 7 (Zeno/anti-Zeno crossover at τ_meas ≈ τ_transform with pointer-basis dependence). Total experimentally testable signatures increased from six to seven. 21 pages.
A fully self-consistent derivation of the Born rule is presented using an information-theoretic quantity called coherence cost, defined over candidate future frames in an observer-actualized time model. By applying the Maximum Entropy Principle with a constraint determined by inter-frame coherence, the theory naturally yields without invoking von Neumann entropy. This provides a mathematically clean and conceptually transparent origin for quantum probabilities within a discrete frame-based temporal structure.
TitleStructural Observability: A Framework for Quantum Measurement and Probability This paper proposes the Structural Observability (SO) framework for interpreting quantum measurement and probability. The framework distinguishes between a Complete Relational Configuration (CRC), representing the full relational structure of reality, and the Limited Observational Reference Frame (L-ORF), representing the restricted observational perspective available to observers embedded within spacetime. Within this structure, definite outcomes arise when components of a system’s state become associated with distinguishable physical records in spacetime, a condition termed Structural Observability. Quantum probabilities then arise from the structural limitations imposed by the L-ORF description rather than from fundamental randomness in the underlying configuration. The framework preserves the standard mathematical formalism of quantum mechanics—Hilbert space, unitary evolution, and the Born rule—while providing a structural account of why these elements appear in the observational description. Version 2 — What's new: This version represents a substantial development of the framework presented in Version 1. Major additions include: a formal mathematical structure section with five axioms for the accessibility map Λ, a causal context space (Σ, ≤) making the temporal structure of the framework explicit, and a three-part Structural Observability condition stated as a formal definition with a proof that decoherence is necessary but not sufficient for SO. Six worked examples are included, replacing the purely conceptual treatment of Version 1. Two novel experimental predictions are introduced: a first prediction concerning a critical stability threshold τ below which raw unpost-selected interference is directly observable, and a second prediction concerning a retrievability timescale τR* identified with the quantum information scrambling time, above which interference may again become observable. Together, these define a three-regime non-monotonic structure of interference visibility with no analogue in standard quantum mechanics. A full Statement on AI Assistance has been added, documenting the role of AI language models in the development of the work.* Keywords Quantum foundationsQuantum measurementBorn ruleDecoherenceRelational physics Structural observabilityQuantum interpretation
The quantum measurement problem concerns the emergence of definite outcomes and their statistics from unitary evolution. While decoherence accounts for the suppression of interference in pointer bases selected by system-environment interactions, it does not uniquely explain the global realization of Born rule probabilities. This paper distinguishes coherence suppression from Born rule fixation and proposes that observer accessibility — the active integration of information about a quantum system by a causally unified observer — may act as a retrocausal boundary condition fixing outcome statistics along a worldline, without altering forward quantum evolution. In this picture, quantum coherence and interference remain fully intact in observer-accessible systems; only the effective realization of outcome statistics is proposed to differ. The central contribution is the separation of interference visibility from Born rule statistics. The proposal is structurally compatible with retrocausal frameworks such as the two-state vector formalism and the transactional interpretation. It is offered as a conceptual possibility rather than a complete theory. Key open questions include a precise definition of observer accessibility, the form of probability distributions in the observer-inaccessible regime, and experimentally distinguishable signatures.
We derive Born’s rule as a geometric theorem inside Charlton Geometry (CG), removing probability as a primitive axiom. The core mechanism is non-invertibility: the Charlton Operator η = δ − 2 ω ⊗ ω forgets polarity, since η(ω) = η(−ω), and therefore admits no global inverse back to Euclidean parent data. This lost state is compounded by intrinsic phase: a U(1) sector whose periodicity identifies θ ∼ θ +2π, further collapsing distinguishable microstate into a single Lorentz-observable macrostate. We formalize both effects as an observational quotient q : e S ↠ S with fiber group Z2 °ø U(1), and show that any observer confined to S must represent the unresolved fiber by an invariant measure. The Born distribution then appears as the unique gauge- and rotation-invariant pushforward of Haar measure from the non-invertible fiber to measurement outcomes, yielding P(i) = ∥Πiψ∥2 without postulating ψ, Πi, or the squared modulus rule. Crucially, the multiplicative composition of these probabilities is recovered not by postulate, but as a theorem of holonomy functoriality within the lift-bundle connection. In this view, quantum probabilities are not ontic propensities but a geometric accounting ofirrecoverable information discarded by reflection and phase identification.
The quantum reference frames program is based on the idea that reference frames should be treated as quantum physical systems. In this work, we combine these insights with the emphasis on operationality, understood as refraining from introducing into the framework objects not directly related to in principle verifiable probabilities of measurement outcomes, and identifying the setups indistinguishable as such. Based on intuitions from special relativity and gauge theory, we introduce an operational notion of a quantum reference frame -- which is defined as a quantum system equipped with a covariant positive operator-valued measure (POVM) -- and build a framework on the concept of operational equivalence that allows us to enforce operationality by quotienting the quantum state spaces with equivalence relation of indistinguishability by the available effects, assumed to be invariant under gauge transformations, and framed in the sense of respecting the choice of the frame's POVM. Such effects are accessed via the yen construction, which maps effects on the system to those on the composite system, satisfying gauge invariance and framing. They are called relative, and the classes of states indistinguishable by them are referred to as relative states. We show that when the frame is localizable, meaning that it allows for states that give rise to a highly localized probability distribution of the frame's observable, by restricting the relative description upon such localized frame preparation we recover the usual, non-relational formalism of quantum mechanics. We provide a consistent way of translating between different relative descriptions by means of frame-change maps and compare these with the corresponding notions in other approaches to QRF, establishing an operational agreement in the domain of common applicability.