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A Pre-Registered Falsification of Deterministic Measurement-Triggered Relaxation

Rowan Brad Quni-Gudzinas

Published Aug 20, 2026• 0 citations
Publisher

Abstract

The hydrodynamic re-grounding of quantum mechanics proposes that measurement outcomes arise from a deterministic relaxation of a probability fluid into eigenstate basins. A prior adjudication of this program found its central weakness to be the absence of any concrete mechanism. This paper reports a pre-registered computational test of the strongest available form of that proposal: a two-level system evolved unitarily to a measurement time, then subjected to three candidate relaxation dynamics toward the eigenbasis, with outcome statistics collected over 1e5 shots per state across a fixed test set. The simulation code, parameter values, and analysis rules were fixed and checksummed before any result was produced. Every configuration failed: the maximum deviation from Born probabilities was 0.5, fifty times the pre-registered tolerance of 1e-2, because a deterministic map from a fixed initial state yields a degenerate outcome channel - measured probabilities take only the values 0 or 1. The reader should care because this converts a conceded gap into a demonstrated one: within the tested family, deterministic measurement-triggered relaxation cannot reproduce the Born rule; reproducing it requires an ensemble over initial states, stochasticity, or measurement-contextual variables. Where the premises end: the falsification is scoped to deterministic, fixed-initial-state, threshold-terminated dynamics on two-level systems.

DOI
10.5281/zenodo.22026561

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The hydrodynamic re-grounding of quantum mechanics proposes that measurement outcomes arise from a deterministic relaxation of a probability fluid into eigenstate basins. A prior adjudication of this program found its central weakness to be the absence of any concrete mechanism. This paper reports a pre-registered computational test of the strongest available form of that proposal: a two-level system evolved unitarily to a measurement time, then subjected to three candidate relaxation dynamics toward the eigenbasis, with outcome statistics collected over 1e5 shots per state across a fixed test set. The simulation code, parameter values, and analysis rules were fixed and checksummed before any result was produced. Every configuration failed: the maximum deviation from Born probabilities was 0.5, fifty times the pre-registered tolerance of 1e-2, because a deterministic map from a fixed initial state yields a degenerate outcome channel - measured probabilities take only the values 0 or 1. The reader should care because this converts a conceded gap into a demonstrated one: within the tested family, deterministic measurement-triggered relaxation cannot reproduce the Born rule; reproducing it requires an ensemble over initial states, stochasticity, or measurement-contextual variables. Where the premises end: the falsification is scoped to deterministic, fixed-initial-state, threshold-terminated dynamics on two-level systems.
Deterministic Quantum Mechanics (DQM) is a research program investigating whether the probabilistic content of quantum mechanics can be understood as an emergent statistical description of an underlying deterministic physical theory. This paper consolidates the program’s cumulative results into a single account.The central proposal is that a complete microscopic state evolves deterministically, that the quantum state is a coarse-grained ensemble descriptor rather than the complete physical state, and that measurement outcomes are selected by which deterministic basin of an enlarged phase space a microscopic trajectory occupies. Under this proposal, Born probabilities are basin measures rather than fundamental stochastic laws.For a qubit, this program is realized exactly: a hidden variable λ on the unit sphere, a preparation-dependent density μ_r(λ) = [r·λ]₊/π, and the deterministic response A(n,λ) = sgn(n·λ) reproduce the qubit Born rule P(±|r,n) = (1 ± r·n)/2 exactly, together with sequential-measurement statistics and the associated expectation values. This preparation measure is itself shown to be the deterministic pushforward of a uniformly distributed microscopic preparation coordinate, removing any appeal to fundamental preparation-level stochasticity.Measurement is then developed as deterministic basin selection within a finite-time Hamiltonian architecture, with a finite-time stability theorem governing when microscopic perturbations cannot dislodge a trajectory from its basin. Entangled correlations are reproduced by an autonomous, rotationally covariant Bell Hamiltonian containing dynamical setting registers and a conserved-momentum phase shear; this mechanism reproduces the singlet correlation E(a,b) = −a·b and the CHSH value 2√2 in its ideal limit, while preserving exactly uniform local marginals at finite setting inertia and yielding an explicit, quantitatively bounded finite-inertia correction. A finite Hamiltonian bath (Model-C) supplies a deterministic amplification and record-retention mechanism; its analytic structure — including an exact completed-square cancellation of the static bath backreaction and an exact finite-bath spectral equation — is derived independently of, and is shown to survive, a documented numerical implementation failure (the C14 program), which is retained in the record as a diagnosed, non-Hamiltonian right-hand side rather than as evidence against the underlying construction.Extending the program beyond the qubit exposes a genuine mathematical obstruction: no deterministic basin defined directly on the qutrit pure-state manifold ℂP² can reproduce an arbitrary rank-one Born probability, because positivity forces any exact basin onto a measure-zero point. This is proved rigorously. The resolution is not the abandonment of determinism but the enlargement of the hidden state beyond the quantum ray itself, to a genuine mechanical phase space such as the cotangent bundle T*SU(3), on which the quantum state re-emerges as a coarse-grained moment and on which contextual, Kochen–Specker-compatible measurement dynamics can in principle be realized.Throughout, the paper enforces a strict evidentiary hierarchy — mathematical construction, analytic theorem, numerical validation, and experimental confirmation are never conflated — and closes with an explicit account of what has been proved, what remains open, and what would be required to render the program experimentally falsifiable.
This work presents an operational and falsifiable mechanism by which Born statistics emerge dynamically from continuous quantum measurement, without assuming wavefunction collapse or probabilistic postulates. Instead of treating the Born rule as a fundamental axiom, outcome probabilities are shown to arise from the pre-locking dynamical structure of measurement trajectories. Using stochastic quantum trajectory simulations of continuously monitored qubit systems, the study introduces the concept of a locking time, defined as the moment at which measurement dynamics irreversibly stabilizes into a definite outcome. Crucially, this locking transition is preceded by a finite pre-locking regime in which multiple outcome configurations coexist and compete dynamically. To quantify this competition, a structural robustness functional is defined as the time-integrated stability of each outcome configuration prior to locking. Normalized robustness values provide a dynamical prediction for final measurement outcomes using only pre-locking information. These predictions exhibit statistically significant correlation with observed outcomes before locking occurs, while the same construction applied after locking shows no predictive power, providing a falsifiable internal control. The mechanism is demonstrated to be robust across wide ranges of measurement strength and decoherence parameters and is shown to be independent of the measurement basis, reproducing the same behavior for measurements performed in both σz and σx bases. No fine tuning or hidden-variable assumptions are required. These results support a reinterpretation of the Born rule as an emergent statistical consequence of measurement dynamics, rather than a fundamental principle. Probabilities arise from accumulated dynamical stability during the measurement process itself, shifting the role of probability in quantum mechanics from an axiom to an operational outcome of pre-locking structural competition.
This work identifies a “chronological fallacy” at the heart of quantum foundations: the axiomatization of quantum mechanics by von Neumann (1932) predated the rigorous formulation of classical probability by Kolmogorov (1933), creating an artificial schism between physics and statistics. To resolve the “spectral divergence” between the continuous ontology of hydrodynamic quantum models and the discrete phenomenology of spectroscopy, the hydrodynamic stability hypothesis is proposed. By synthesizing Madelung hydrodynamics, Radon-Nikodým measure theory, and dynamical systems theory, it is demonstrated that “quantization” is not an intrinsic property of the operator algebra, but an emergent dynamical stability phenomenon triggered by the measurement interaction. Eigenstates of the Hamiltonian act as basins of attraction for the probability fluid, making the “quantum jump” a continuous, deterministic relaxation process. This framework restores a Kolmogorovian probability structure to quantum mechanics, resolving the measurement problem without abandoning local realism or invoking discontinuous collapse.
This timestamped note records a controlled Registration Theory result concerning the quantum measurement problem and the Born rule.Using the frozen canonical ACRF-4 dynamics, complementary linear cross-registration amplitudes were tested as candidate measurement channels. In a ready-state construction, the normalized receiver-successor consequence followed the Born-shaped partition cos²(Δ):sin²(Δ) to high numerical accuracy, with a maximum absolute deviation of 3.84 × 10⁻⁴ across the tested angles.A second test removed any imposed probabilistic branch rule and allowed the two whole measurement channels to compete deterministically for first threshold crossing under repeated canonical successor evolution. That mechanism failed to reproduce Born frequencies, with a maximum absolute error of approximately 0.253. The failure is retained as a negative result rather than adjusted away.A subsequent preregistered microcapture test examined whether a macroscopic ensemble of near-ready receiver elements converts aggregate cross-registration consequence linearly into newly activated microscopic capture events. Exchangeability between matched complementary channels was recovered in the controlled 45° construction, but fixed-resolution microcapture linearity failed: a finite consequence threshold produces a zero-activation region in the weak-coupling limit.Together, these results narrow the remaining Registration Theory measurement problem. The quadratic Born-shaped consequence appears naturally in the canonical receiver dynamics, while the unresolved bridge is the conversion of that consequence into microscopic retained-record hazards. The next theorem target is a near-critical retained-margin mechanism in which continuous registration transfer acts on a distribution of detector elements close to commitment.The accompanying CSV and text files provide the numerical outputs and run summaries for the successor first-capture and preregistered microcapture tests.
Quantum mechanics (QM) proposes that a quantum system measurement does not register a pre-existing reality but rather establishes reality from the superposition of potential states. Measurement reduces the quantum state according to a probability function, the Born rule, realizing one of the potential states. Consequently, a classical reality is observed. The strict randomness of the measurement outcome is well-documented (and theoretically predicted) and implies a strict indeterminacy in the physical world’s fundamental constituents. Wolfgang Pauli, with Carl Gustav Jung, extended the QM framework to measurement outcomes that are meaningfully related to human observers, providing a psychophysical theory of quantum state reductions. The Pauli-Jung model (PJM) proposes the existence of observer influences on quantum measurement outcomes rooted in the observer’s unconscious mind. The correlations between quantum state reductions and (un)conscious states of observers derived from the PJM and its mathematical reformulation within the model of pragmatic information (MPI) were empirically tested. In all studies, a subliminal priming paradigm was used to induce a biased likelihood for specific quantum measurement outcomes (i.e., a higher probability of positive picture presentations; Studies 1 and 2) or more pronounced oscillations of the evidence than expected by chance for such an effect (Studies 3 and 4). The replicability of these effects was also tested. Although Study 1 found strong initial evidence for such effects, later replications (Studies 2 to 4) showed no deviations from the Born rule. The results thus align with standard QM, arguing against the incompleteness of standard QM in psychophysical settings like those established in the studies. However, although no positive evidence exists for the PJM and the MPI, the data do not entirely falsify the model’s validity.
The predictions of quantum mechanics are probabilistic. Quantum probabilities are extracted using a postulate of the theory called the Born rule, the status of which is central to the "measurement problem" of quantum mechanics. Efforts to justify the Born rule from other physical principles, and thus elucidate the measurement process, have involved lengthy statistical or information-theoretic arguments. Here we show that Bohm's deterministic formulation of quantum mechanics allows the Born rule for measurements on a single system to be derived, without any statistical assumptions. We solve a simple example where the creation of an ensemble of identical quantum states, together with position measurements on those states, are described by Bohm's quantum dynamics. The calculated measurement outcomes agree with the Born-rule probabilities, which are thus a consequence of deterministic evolution. Our results demonstrate that quantum probabilities can emerge from simple dynamical laws alone, and they support the view that there is no underlying indeterminism in quantum phenomena.