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From Determinism to Probability: Limits, Measurement, and Physical Reality

David Cota

Published Aug 21, 2026• 0 citations
Publisher

Abstract

The shift from classical deterministic prediction to quantum distributions does not by itself decide whether the real is intrinsically probabilistic. The argument begins with both the force and the limit of Laplace’s ideal: deterministic dynamics can coexist with incomplete knowledge of the initial conditions, and classical physics already employs probability. The uncertainty relation then requires a distinction between preparation uncertainty, measurement error, and disturbance, preventing a single formula from serving as an ontological verdict. Bell inequalities tighten the constraints by excluding a specific family of local explanations without ruling out deterministic nonlocal dynamics. The objectivity of probability therefore arises from the explanations that the distributions rule out, not from turning probability into substance. An unexpected detector pulse then allows us to follow the transition from a physical record to knowledge: the material configuration may persist while the act of discrimination is ephemeral; only recognition under a protocol requires a distinction between trace, singular inscription, passive mark, and symbol. Finally, the laser shows why technical fruitfulness increases a theory’s epistemic weight, even though rival ontologies may share the same formalism. The remaining interpretative openness is not arbitrary: it is bounded by results that any future account must accommodate.

DOI
10.5281/zenodo.22050709

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The shift from classical deterministic prediction to quantum distributions does not by itself decide whether the real is intrinsically probabilistic. The argument begins with both the force and the limit of Laplace’s ideal: deterministic dynamics can coexist with incomplete knowledge of the initial conditions, and classical physics already employs probability. The uncertainty relation then requires a distinction between preparation uncertainty, measurement error, and disturbance, preventing a single formula from serving as an ontological verdict. Bell inequalities tighten the constraints by excluding a specific family of local explanations without ruling out deterministic nonlocal dynamics. The objectivity of probability therefore arises from the explanations that the distributions rule out, not from turning probability into substance. An unexpected detector pulse then allows us to follow the transition from a physical record to knowledge: the material configuration may persist while the act of discrimination is ephemeral; only recognition under a protocol requires a distinction between trace, singular inscription, passive mark, and symbol. Finally, the laser shows why technical fruitfulness increases a theory’s epistemic weight, even though rival ontologies may share the same formalism. The remaining interpretative openness is not arbitrary: it is bounded by results that any future account must accommodate.
This essay argues that many interpretative paradoxes in quantum mechanics arise from a systematic confusion between regimes of description and regimes of existence. It therefore proposes an operative distinction between the real (material dynamics), the concrete (the mark as a stabilising inscription), and theory (the symbolic organisation of prediction). On this basis, degeneracy is reinterpreted as a limit of individuation defined by the experimental cut: where there is no difference at the level of the mark, formal multiplicity amounts to an excess of description rather than to ontological plurality. Likewise, the density matrix is treated as an epistemic operator appropriate to incomplete knowledge and variability of preparation, thereby avoiding the reification of “mixture” into an entity. Interference and superposition are traced back to the manner in which the calculus organises possibilities prior to their separation by a mark. Entanglement is analysed as epistemic correlation inherited in the absence of present interaction, and is distinguished from dynamical non-separability except in cases of effective coupling. In the context of EPR/Bell, it is argued that the update of the predictive regime following a local mark does not constitute a physical process in the distant system; Bell inequalities constrain certain classical grammars of factorisation without determining a positive ontology of superluminal influences. The paper concludes with a critical comparison of consistent histories, informational approaches, and collapse models in terms of their respective ontological costs.
This essay proposes fundamental ontological clarification within contemporary debates on quantum physics: the rigorous distinction between probability as a regime of prediction and the real as material dynamics. Against the widespread view according to which quantum indeterminacy would imply a vague, unstable, or “merely statistical” reality, the text argues that probability belongs to the epistemic plane of knowledge and anticipation, not to the ontological plane of what exists. Quantum physics does not describe an ontologically fluctuating world, but a world whose symbolic access is structurally limited. On this basis, the essay examines the role of Born’s statistical interpretation, decoherence theory, Bell’s theorems, and the Pusey–Barrett–Rudolph result, showing how these impose formal costs on any ontology that conflates formalism and reality. In critical dialogue with QBist, relational, and agential-realist approaches, the text develops a conception of concretion grounded in the notion of mark: the concrete emerges when a material interaction is irreversibly inscribed in a physical support. Stability, far from meaning fixity, is understood as emergent robustness—movement in regime—sufficient to sustain practices, techniques, and historical continuity. The essay concludes by arguing that quantum physics, rather than dissolving the real, demands a more exacting ontology capable of distinguishing precisely between the real, the concrete, and theory.
This argues that many familiar “paradoxes” in quantum mechanics persist because a category mistake is repeatedly made: symbolic operators of prediction are treated as if they were autonomous constituents of material reality. It distinguishes three regimes—the real (material dynamics), the concrete (empirical inscription as marks), and the symbolic (theoretical formalism)—and shows that the wavefunction belongs to the third: it is a calculational operator whose empirical content is fixed only through specified procedures of preparation and measurement. Probability, correspondingly, is treated as an empirical–operational predicate over outcome frequencies under controlled interaction, not as a physical entity. Canonical experimental constraints (Born statistics, single-quantum interference, decoherence as suppression of accessible coherences, Bell/CHSH violations, and contextuality) are used as anchors that support this stratification without licensing ontological inflation. The conclusion is not an anti-realist denial of structure, but a disciplined limit on what may be ontologised: formal success requires an explicit bridge argument to material inscription; absent such a bridge, reifying the wavefunction confuses the map with the territory.
Abstract This paper develops a metaphysical interpretation of quantum probability under the title Distributed Presence (DP). The central claim is that quantum probabilities should not be understood as measures of ignorance, nor merely as formal devices for predicting measurement outcomes, but as expressions of an objective mode of being: a system’s structured distribution of presence across mutually available channels of realization. On this view, a quantum system prior to measurement is neither fully actual in one determinate outcome nor reducible to a set of hidden definite properties. Rather, it exists in a non-binary mode, articulated by normalized presence fractions associated with the possible outcomes defined by a given interaction context. The Born rule is accordingly not replaced, but reinterpreted: the standard probability assignment is read as the operational expression of an underlying ontological distribution. The paper argues that this framework provides a unified reading of several familiar quantum features. Superposition is understood as a real distribution of presence rather than as epistemic indeterminacy; measurement is interpreted as single-channel actualization rather than as the physical destruction of alternatives; wave-particle duality is recast as the relation between distributed structure and localized realization; and quantum randomness is treated as intrinsic yet structurally constrained. The proposal remains fully compatible with the standard Hilbert-space formalism and introduces no hidden variables, additional collapse dynamics, or many-world branching. Its aim is interpretive rather than revisionary. Beyond its relevance to the foundations of quantum theory, DP is advanced as a contribution to the ontology of probability more broadly. It seeks to show how probability may be objective, physically meaningful, and ontologically basic without collapsing into determinism on the one hand or epistemicism on the other. In that sense, the paper offers a realist, single-world, structurally articulated account of quantum chance.
This article surveys a selection of key conceptual and interpretational developments in quantum mechanics, tracing the theory from its foundational postulates to contemporary discussions of measurement, nonlocality, and the emergence of classicality. Beginning with the structure of Hilbert space and the postulates governing state evolution and measurement, the epistemic stance of the Copenhagen interpretation and its modern reformulations are examined. The Einstein–Podolsky–Rosen argument, Bell’s theorem, and Hardy’s paradox are then discussed as probes of locality and realism, alongside the deterministic but explicitly nonlocal de Broglie–Bohm theory. The measurement problem and the implications of contextuality are analyzed in relation to objective collapse models, which introduce new physical dynamics to account for definite outcomes. Finally, the role of decoherence in the suppression of interference and the emergence of classical behavior is explored, together with the interpretational frameworks of many-worlds and consistent histories. This material aims to provide a coherent introductory overview of how several of the most prominent interpretations address the central concern of what quantum mechanics tells us about the nature of physical reality.
In a deterministic theory, one can deduce the state of the universe at any one time from the dynamical laws that govern its evolution and its state at any other time.In particular, one can deduce from the conditions that obtained at some early boundary condition for the universe, its state at all subsequent times.It is a piece of well-received philosophical common sense that there is no room in a deterministic theory for objective probabilities.Arguments will be given below that this piece of philosophical common sense is mistaken, and that a probability measure over the space of physically possible trajectories is an indispensable component of any theory -deterministic or otherwise -that can be used as a basis for prediction or receive confirmation from the evidence.Phase space is the central representational space in physics.It is the space within which all of the states pertaining to a system are represented, and it encodes all of the general information that we have about those states.To take an obvious example (less obvious examples will be given below) the fact that a pair of quantities are represented by different dimensions in phase space encodes the fact that they represent separate degrees of freedom.Physically possible histories are represented by trajectories through phase space and in a deterministic theory, when dealing with a closed system, there is (no more than) one trajectory through each point.Since the universe as a whole is the only truly closed system, this means there is one trajectory through each point in the phase space of the universe.Probabilities may be invoked in applications of theory, when the state of a system or the values of external variables are not known with full precision, but they are eliminable given complete knowledge.And they don't appear in the statement of the laws.The laws serve simply to identify the physically allowable trajectories.About Newtonian dynamics, Laplace famously said "given for one instant an intelligence which could comprehend all the forces by which nature is animated and the respective situation of the beings who compose it -an intelligence sufficiently vast to submit these data to analysis -it would embrace in the same formula the movements of the greatest bodies of the universe and those of the lightest atom; for it, nothing would be uncertain and the future, and the past, would be present to its eyes."ii It is a short step from this to the idea that probabilities invoked in classical contexts are subjective rather than objective.If they represent anything, it is facts about our epistemic states, not facts about the world.iii Popper, and Lewis, and other influential figures have endorsed this view, categorically rejecting any role for objective probabilities indeterministic contexts.In Popper's words: