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State-Dependent Measurement Statistics and Martingale Breaking in Continuous Quantum Measurement

Zelic, Sol J

Published Dec 1, 2025• 0 citations
Publisher

Abstract

This work identifies a minimal mechanism by which the martingale structure enforcing Born-rule invariance in continuous quantum measurement can fail. In standard quantum filtering, conditional probabilities are martingales with respect to the measurement record, guaranteeing ensemble-level Born-rule conservation. We show that if short-time likelihood diffusion inferred from the record depends weakly on the conditional state, quadratic variation terms generate a deterministic drift that breaks the martingale property while preserving normalization and boundary invariance of probabilities. Starting from Bayesian updating in a pointer basis, we derive the effective stochastic dynamics for diagonal probabilities and prove that the resulting statistics cannot be reproduced by any fixed, state-independent POVM. A micro-to-effective toy model demonstrates how marginalization over an unobserved apparatus variable produces the required state-dependent diffusion. The results clarify how nonlinear or resource-limited measurement chains can yield effective deviations from standard quantum measurement statistics without modifying microscopic unitary dynamics.

DOI
10.5281/zenodo.17958244

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arXiv:2004.01335•Electronic Proceedings in Theoretical Computer Science•Apr 1, 2020•1 citation
This work identifies a minimal mechanism by which the martingale structure enforcing Born-rule invariance in continuous quantum measurement can fail. In standard quantum filtering, conditional probabilities are martingales with respect to the measurement record, guaranteeing ensemble-level Born-rule conservation. We show that if short-time likelihood diffusion inferred from the record depends weakly on the conditional state, quadratic variation terms generate a deterministic drift that breaks the martingale property while preserving normalization and boundary invariance of probabilities. Starting from Bayesian updating in a pointer basis, we derive the effective stochastic dynamics for diagonal probabilities and prove that the resulting statistics cannot be reproduced by any fixed, state-independent POVM. A micro-to-effective toy model demonstrates how marginalization over an unobserved apparatus variable produces the required state-dependent diffusion. The results clarify how nonlinear or resource-limited measurement chains can yield effective deviations from standard quantum measurement statistics without modifying microscopic unitary dynamics.
Abstract Standard quantum mechanics asks us to live with two laws of time. The first is the continuous, linear, unitary evolution of the Schrödinger equation. The second is the discontinuous, non-unitary reduction that appears when a measurement yields one result rather than many. We have learned to use this double description with remarkable success, yet the success of the practice does not remove the tension in the principle. This paper proposes a conditional framework, Record-Gated Martingale Collapse (R-MC), for a narrower and sharper question: how can a state that has branched through ordinary unitary interaction among a system, an apparatus, and an environment settle into a single recorded outcome without adding an external projection rule? The framework begins where ordinary dynamics leaves us: unitary branching and decoherence. It then adds three elements. First, a non-selective record gate opens the collapse mechanism only after inter-branch overlap has weakened and a sufficiently independent environmental record has accumulated. Second, the collapse rate is amplified by the effective number of independent recording channels, not by the raw number of environmental degrees of freedom. Third, an uncontrollable objective seed generates the stochastic path along which branch weights move. Under quantum non-demolition (QND) conditions these weights are bounded martingales that diffusively localize toward a single branch, and Born-rule weights follow from conservation of their mean rather than from a postulated projection. We separate this gradual convergence from the operational recording time, and we distinguish a safe external form, in which the gate depends on local environmental variables and the ensemble mean closes into a linear Lindblad equation, from a more ambitious internal form that requires operational locality of the gate and locality of the apparatus pointers. A distinctive prediction, record-threshold collapse delay, states that two environments with comparable decoherence may nevertheless yield different outcome times if they differ in their capacity for independent, amplifiable recording.
We construct a finite quantum measurement model using a quantum-nondemolition (QND) qubit coupled to a two-photon-driven Kerr parametric oscillator (KPO) with continuously monitored homodyne output. A unitary dilation of the qubit, pointer, and field accounts for decoherence, output noise, and conditioning; the stochastic master equation is a filter for the observed record, not an objective-collapse law. Exact QND commutation makes the conditioned source-sector weight a bounded martingale. Under asymptotic output identifiability, it becomes extremal almost surely, with terminal hitting probabilities equal to the initial Born sector weights. This establishes instrument-level Born consistency, not a derivation of the Hilbert-space probability rule from dynamics alone. The nonlinear KPO amplifies sector-dependent biases and registers information in metastable pointer basins. Pointer separation scales as N\sqrt{N}N​ and the effective semiclassical noise scale as N−1/2N^{-1/2}N−1/2. Full quantum trajectories show synchronization of conditional extremalization and pointer locking. Over the simulated finite-size range, wrong registration and later record corruption decrease approximately exponentially with distinct rates. Reduced first-passage, Liouvillian-metastability, and Freidlin-Wentzell minimum-action calculations independently support the corruption exponent to within a few percent. Thus conditional extremalization, single-basin registration, and metastable storage coexist within standard unitary-background quantum mechanics, without deleting unconditioned global components or adding a fundamental stochastic selector. Classical actuality remains a separate record-level ontological claim. The stored KPO record is a local building block for the companion Framework, whose broader claims require persistent co-recordable records in one commutative record algebra.
Quantum measurement theory traditionally introduces probabilities axiomatically, most notably through the Born rule and projection postulates. In this work, I introduce Constraint Mechanics (CM), a framework in which quantum probabilities arise as conditional statistics over dynamically generated constraint fields acting on configuration space, without modifying unitary Schrödinger evolution or introducing dynamical collapse. A detector-scale conditional measurement operator is defined using soft viability weights that do not alter the wavefunction. I prove that the Born rule is recovered exactly as a theorem in the limit of spatially homogeneous constraints, while structured deviations emerge under heterogeneous constraint profiles with exact norm preservation. Numerical validation using a double-slit geometry confirms unitary evolution, exact normalization, and controlled deviation behavior. CM reframes quantum measurement as conditioning on dynamically viable configuration-space regions and provides a unifying interpretational link between interference, measurement, and selection.
The quantum measurement problem, i.e., the apparent conflict between unitary quantum evolution and non-unitary, stochastic wave-function collapse, remains unresolved a century after the formulation of quantum mechanics. We first review the standard picture, from the Copenhagen prescription with its Heisenberg cut, through von Neumann's movable cut, to environment-induced decoherence, which explains the emergence of stable classical records but still presupposes the Born rule and therefore cannot by itself replace the measurement postulates. We then connect this problem to the Maximum Entropy Principle in two complementary ways. First, decoherence drives the measurement apparatus toward the least biased state compatible with the dynamically protected pointer distribution, so that the emergent collapse may be viewed as a thermodynamic relaxation toward constrained maximum entropy. Second, we propose a Timeless Histories formulation of quantum mechanics in which the primitive objects are ordered sequences of events rather than evolving wave functions. Their conditional probabilities are assigned, relative to specified refinements, by a single Born-Boltzmann rule that combines the quadratic structure of Born's rule with Boltzmann's counting of equally probable microstates. The textbook form of Born's rule, the projection postulate, density operators, and wave functions are then recovered as derived informational constructs, while collapse becomes Bayesian conditioning on recorded events. Time and space enter only subsequently through unitary translation symmetry. Since the probability rule is postulated without reference to any physical collapse or classical observer, the usual circularity of the decoherence program is avoided. Decoherence can then be invoked to explain the stability and approximate additivity of macroscopic records, i.e., the emergence of classicality.
This Stage 1 working paper establishes three linked no-go results for deterministic collapse within the Total Wave Modified Schrödinger Equation (TWMSE) programme and identifies the precise mathematical routes that remain open. The first result proves that the canonical TWMSE collapse functional C(t), when it multiplies the identity operator, produces only a common amplitude factor that disappears under physical normalisation. The canonical scalar dynamics therefore cannot discriminate between branches or generate a TWMSE-specific observable. A minimal branch-sensitive extension produces an exact logistic equation for the normalised two-branch weight and an accumulated history variable q(T). The resulting finite-tolerance condition depends explicitly on the initial branch weight. It is operational and does not derive or replace the canonical microscopic threshold Θ, whose relationship to q remains open. The second result shows that state-independent branch couplings, combined with a preparation-independent observer-history measure, cannot recover Born statistics for arbitrary nontrivial preparations under genuine asymptotic collapse. An exact finite-threshold counterexample demonstrates why the asymptotic assumption is necessary: a specially tuned logistic distribution can reproduce Born frequencies under a majority-weight convention, but it does not produce definite collapse, depends on the chosen tolerance and lacks a derived physical mechanism. The third result applies the standard finite-variation martingale theorem to TWMSE. Any continuous finite-variation branch-weight process that is also a martingale must be constant. Smooth deterministic collapse dynamics therefore cannot use the Born-martingale mechanism employed by stochastic collapse models. The Born requirement is consequently restated as a terminal condition, Gate A′: the dynamics must produce definite outcomes with probability equal to the initial branch weight; for a smooth deterministic theory this means the observer-history space must partition into collapse basins whose measures equal the Born weights. The paper also formalises Gate B: the trajectory average must descend to a decomposition-independent, trace-preserving map on density operators and must satisfy remote no-signalling. A linear completely positive, trace-preserving averaged map provides the standard ensemble-level benchmark, while relativistic no-signalling additionally requires appropriate locality conditions. Within the assumptions examined, three broad routes remain: Effectively stochastic, infinite-variation or jump-like dynamics derived from deterministic observer fields. A derived preparation-dependent measure over observer histories, following the quantum-equilibrium pattern of Bohmian mechanics. State-dependent basin geometry under a fixed preparation-independent measure. These routes are not claimed to be logically exhaustive. Each carries a distinct derivational obligation. The central unresolved bottleneck is identified explicitly: TWMSE still requires a system–observer interaction Hamiltonian and an observer-field back-reaction law from which the physical branch basis and branch-resolved couplings can be derived. This paper provides the upstream consistency analysis for the previously published Roman Space Telescope programme: Lim, L. K. C. (2026). “A Derivation-Gated Roman Space Telescope Programme for Testing History-Dependent Collapse in TWMSE.” Zenodo. https://doi.org/10.5281/zenodo.22223865 The Roman programme is deliberately downstream. No TWMSE cosmological residual or Roman-level prediction can be claimed until the branch dynamics passes the Born-statistics and no-signalling gates established here. The canonical theoretical basis is: Lim, L. K. C. (2026). “From Mathematical Foundation to Open Experimental Program: A Revised Unified Account of the Total Wave Modified Schrödinger Equation (TWMSE).” Zenodo. https://doi.org/10.5281/zenodo.21868322 Status: Stage 1 working paper. The results are conditional on the stated assumptions and are presented as mathematical constraints and open derivational requirements, not as evidence that TWMSE has been experimentally established.
The dynamics of a single microscopic or mesoscopic non quantum system interacting with a macroscopic environment is generally stochastic. In the same way, the reduced density operator of a single quantum system interacting with a macroscopic environment is a priori a stochastic variable, and decoherence describes only the average dynamics of this variable, not its fluctuations. It is shown that a general unbiased quantum measurement can be reformulated as a gambler's ruin problem where the game is a martingale. Born's rule then appears as a direct consequence of the optional stopping theorem for martingales. Explicit computations are worked out in detail on a specific simple example.