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The Algorithmic Reality Model: Unifying Quantum Mechanics and General Relativity via the Zeno Threshold and Thermodynamic Graph Routing

Serdar Hanzala Yaman

Published Mar 19, 2026• 0 citations
Publisher

Abstract

Abstract For over a century, theoretical physics has treated General Relativity and Quantum Mechanics as fundamentally incompatible: one posits a continuous, deterministic spacetime manifold; the other, a discrete, probabilistic Hilbert space. The Algorithmic Reality Model (ARM) resolves this schism by identifying a single computational mechanism—the Zeno Threshold (Zα)—as the universal bound governing both quantum collapse and spacetime geometry. ARM treats physical reality as the macroscopic projection of a finite-bandwidth computational substrate operating on a timeless, pre-geometric state (the Singleton). By enforcing Landauer's principle of irreversible erasure, ARM derives the entirety of the gravitational sector from seven pre-geometric, quantum informational axioms. Key Derivations & Unifications Emergent Spacetime: Spatial geometry emerges from the Quantum Fisher Information Metric (QFIM) of the observer's state space, while time emerges from the Tomita-Takesaki modular flow. The Lorentzian signature (-,+,+,+) is algebraically forced by the compact/non-compact structure of their isometry generators. The Holographic Scalar (The 3→1 Unification): Applying the Nyquist-Shannon sampling theorem to the holographic boundary yields the exact Bekenstein-Hawking factor of 1/4 as a universal 2D anti-aliasing limit. This simultaneously fixes the area-law coefficient and structurally derives Newton's constant as G = c3ξmin2 / ℏ. Systematic Boundary Deviations: The framework quantitatively resolves macroscopic anomalies as computational resolution limits. Dark energy emerges as the minimum Landauer maintenance cost of the cosmological event horizon, and the MOND acceleration scale (a0) emerges as a thermodynamic noise floor, algebraically locked by the structural identity a02 = (8πG/3)ρΛ. Thermodynamic State Truncation: Wavefunction collapse, the black hole information paradox, and EPR non-locality are rigorously unified as manifestations of the computational substrate's finite Landauer memory budget. Computational Computability Because ARM is built on discrete informational axioms rather than continuous manifolds, the entire framework is natively computable. The structural derivations in this paper—including emergent geodesic lensing, the Bekenstein-Hawking threshold, and the MOND noise floor—have been explicitly verified via sparse Hermitian lattice simulations. The complete open-source computational validation suite is available at: github.com/srdrymn/algorithmic-reality-model-validations This manuscript represents the master synthesis and culmination of the Algorithmic Theory of Reality (ATR) foundational framework.

DOI
10.5281/zenodo.19111232

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Abstract For over a century, theoretical physics has treated General Relativity and Quantum Mechanics as fundamentally incompatible: one posits a continuous, deterministic spacetime manifold; the other, a discrete, probabilistic Hilbert space. The Algorithmic Reality Model (ARM) resolves this schism by identifying a single computational mechanism—the Zeno Threshold (Zα)—as the universal bound governing both quantum collapse and spacetime geometry. ARM treats physical reality as the macroscopic projection of a finite-bandwidth computational substrate operating on a timeless, pre-geometric state (the Singleton). By enforcing Landauer's principle of irreversible erasure, ARM derives the entirety of the gravitational sector from seven pre-geometric, quantum informational axioms. Key Derivations & Unifications Emergent Spacetime: Spatial geometry emerges from the Quantum Fisher Information Metric (QFIM) of the observer's state space, while time emerges from the Tomita-Takesaki modular flow. The Lorentzian signature (-,+,+,+) is algebraically forced by the compact/non-compact structure of their isometry generators. The Holographic Scalar (The 3→1 Unification): Applying the Nyquist-Shannon sampling theorem to the holographic boundary yields the exact Bekenstein-Hawking factor of 1/4 as a universal 2D anti-aliasing limit. This simultaneously fixes the area-law coefficient and structurally derives Newton's constant as G = c3ξmin2 / ℏ. Systematic Boundary Deviations: The framework quantitatively resolves macroscopic anomalies as computational resolution limits. Dark energy emerges as the minimum Landauer maintenance cost of the cosmological event horizon, and the MOND acceleration scale (a0) emerges as a thermodynamic noise floor, algebraically locked by the structural identity a02 = (8πG/3)ρΛ. Thermodynamic State Truncation: Wavefunction collapse, the black hole information paradox, and EPR non-locality are rigorously unified as manifestations of the computational substrate's finite Landauer memory budget. Computational Computability Because ARM is built on discrete informational axioms rather than continuous manifolds, the entire framework is natively computable. The structural derivations in this paper—including emergent geodesic lensing, the Bekenstein-Hawking threshold, and the MOND noise floor—have been explicitly verified via sparse Hermitian lattice simulations. The complete open-source computational validation suite is available at: github.com/srdrymn/algorithmic-reality-model-validations This manuscript represents the master synthesis and culmination of the Algorithmic Theory of Reality (ATR) foundational framework.
The Quantum Measurement Problem — the absence of any physical mechanism by which deterministic, unitary Schrödinger evolution transitions into a discrete, probabilistic classical outcome — remains the central open problem in the foundations of quantum mechanics. While environmental decoherence explains the suppression of quantum interference, it does not explain why or when a single outcome is realized. This paper resolves the measurement problem within the Algorithmic Theory of Reality (ATR). By treating the universe as a finite-bandwidth information-processing architecture, we demonstrate that wavefunction collapse is not a mystical observer effect, but a mandatory thermodynamic memory-management protocol. Key Results: The Collapse Threshold: We prove that when a microscopic superposition entangles with a macroscopic apparatus, the entanglement entropy grows until the local Bennett-Landauer processing cost exceeds the local holographic energy budget. This forces a non-unitary state truncation. Quantitative Timescale: The derived threshold yields a quantitative collapse timescale (τc) that mathematically matches the experimentally observed decoherence time. Derivation of the Born Rule: Given pointer-state orthogonality (from decoherence), we rigorously derive the Born Rule (pi = |ci|2) by formulating the forced state truncation as a constrained thermodynamic optimization problem that minimizes the Kullback-Leibler divergence (algorithmic information loss). Scale Unification: The exact same Bennett-Landauer limit that dictates the macroscopic boundaries of the universe (Dark Energy) and galaxies (the MOND scale) is shown to govern the microscopic limits of quantum coherence. The ATR framework mathematically determines when collapse must occur, with what statistics, and in which basis, reducing the single-outcome problem to a single, structurally necessary axiom (the Lüders update). Supplementary Material: The algebraic derivation of the Born Rule (via KL-divergence minimization and Lagrange multipliers), the exponential growth of entanglement entropy, and Monte Carlo statistical validations are independently reproducible via the companion computational verification script, available at: https://github.com/srdrymn/atr-verify-wavefunction-collapse
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Abstract: The 90-year conflict between local realism and quantum entanglement — crystallized in the Einstein-Podolsky-Rosen (EPR) argument and Bell's theorem — is resolved within the Algorithmic Theory of Reality (ATR) framework. This paper demonstrates that entanglement is the universe's fundamental memory-optimization protocol. When two systems interact, the Bennett-Landauer processing cost of maintaining two independent copies exceeds the cost of maintaining a single shared entry in the timeless Singleton backend. The rendering engine consolidates the redundant data into one backend address, with two lightweight memory pointers projected into the 3D spatial sub-state. Key Findings & Mechanisms: The Zeno Threshold (Zα) Trigger: When an observer measures a particle, the local entanglement entropy rate spikes. Breaching the local Zeno Threshold forces a Born Rule truncation, overwriting the shared backend address. Backend Memory Aliasing: Because the data address is shared, the distant pointer is instantly updated. No signal travels superluminally through 3D space; the update occurs at topological distance zero in the backend graph, rigorously preserving the no-signaling theorem. Saturating Tsirelson's Bound: By reframing the CHSH inequality as a strict topological routing limit on the 3D spatial graph, we mathematically and computationally verify that the backend aliasing protocol safely saturates the Tsirelson bound |S| = 2√2. The Monogamy of Entanglement: The Coffman-Kundu-Wootters (CKW) monogamy inequality is recovered as a strict consequence of backend memory exclusivity and finite pointer bandwidth. The same Bennett-Landauer mechanism that governs wavefunction collapse and macroscopic gravity is shown to govern quantum non-locality, uniting information thermodynamics with quantum foundations. The full computational verification suite (Python) is available at: github.com/srdrymn/atr-zeno-epr-paradox-numerical-verification
A Unified Algebraic-Informational Ontology of the Universe Substrate Independence, Distance Geometry, and the Crossed Product Resolution of von Neumann Algebras Driven by Dean A. Kulik September 2026 Introduction to the Relational Universe The enduring pursuit of theoretical physics has been to reconcile the continuous, geometric scaffolding of general relativity with the discrete, probabilistic, and algebraic nature of quantum mechanics. Historically, this reconciliation has faltered because both paradigms impose an a priori ontological framework upon the universe: classical mechanics assumes a pre-existing continuous spacetime manifold, while quantum mechanics presupposes a globally defined Hilbert space. However, a profound synthesis of modern algebraic quantum field theory (AQFT), constructor theory, Euclidean distance geometry, and discrete operator logic suggests that neither space nor continuous state vectors are fundamental. Instead, the universe functions as a closed transformation domain of purely relational, substrate-independent distinctions. In this unified paradigm, information is the foundational bedrock of physical reality. Constructor theory asserts that the laws of physics are not strictly predictive equations of motion, but rather exact specifications of which transformations of physical systems are possible and which are impossible. Because these transformations govern the flow of information independently of the underlying micro-physical medium, reality itself is substrate-independent. A quantum bit, or any physical correlate of information, can be abstractly modeled as a set of allowable operations—such as continuous reversibility and the prohibition of simultaneous encoding—without reference to whether the system is implemented via trapped ions, superconducting circuits, or the vacuum of spacetime. When these allowable physical transformations are formally mapped, they generate a stringent "Operator Grammar". This grammar constitutes the absolute minimum set of constraints dictating how elemental distinctions are addressed, separated, preserved, and subsequently re-read. Crucially, the physical manifestation of spatial geometry does not exist as a prior stage for these operations. Rather, geometry emerges algebraically as a constraint-satisfaction rendering of purely relational distances between distinctions, governed mathematically by the Cayley-Menger determinant. As the system scales to the continuum limit, the localized regions of these transformations map precisely to the local observable algebras of quantum field theory. These algebras are intrinsically pathological von Neumann factors of Type III, which lack well-defined traces or density matrices due to infinite boundary entanglement across localized causal diamonds. The resolution to this algebraic pathology—and the exact mathematical mechanism by which measurable reality, finite thermodynamic entropy, and macroscopic observers emerge—is found in the crossed product of the Type III algebra with its modular automorphism group. This operation yields a well-behaved Type II algebra, effectively restoring the observer to the physical system. This report provides an exhaustive, multi-disciplinary synthesis of this unified paradigm, demonstrating that the universe functions as an infinitely extendable field of non-destructive transformations where spacetime geometry is merely the "read head" interface, and the macroscopic observer is mathematically isomorphic to the modular flow that regularizes quantum entanglement. Substrate Independence and the Operator Grammar To construct a universe from the bottom up, without smuggling in assumptions of space, time, or mass, one must begin with the absolute primitives of logic and transformation. This requires identifying the fundamental constraints—the laws—that govern any distinguishable state. In a purely informational ontology, the universe is governed by an Operator Grammar consisting of fourteen irreducible physical constraints (identified sequentially as C0 through C13), which collectively establish the mechanisms by which a state space can evolve. The absolute floor of this reality is the principle of distinction, defined as C0. For anything to exist, there must be at least two states that are not identical (). Without this primary distinction, there is no substrate to transform, select, bound, relate, or render. Building upon this, C1 dictates the law of continuation: every admissible state must admit a successor distinct from itself, explicitly excluding absolute terminals and self-loops. Mathematically, for every distinction , there must exist a transformation such that . Consequently, the object itself is not the fundamental entity; rather, the object is merely a temporarily stable rendering of a continuous transformation process. These distinctions are governed by the law of independent continuation (C1a). If two distinctions are genuinely independent, the transformation of one cannot secretly consume the other's capacity to continue. In the language of quantum mechanics and operator algebras, this independence requires that the operators commute, such that . If this commutator fails to vanish, the operations are coupled, meaning they share a reference point and cannot be treated as separate informational channels. The Conservation of Reachability and Non-Subtraction Classical physics generally allows for the destruction or annihilation of states (e.g., inelastic collisions, dissipative friction), but in a substrate-independent informational universe, true destruction violates the continuity of the state space. The grammar enforces this through C2, the preservation of reachable history. A lawful transformation cannot annihilate a distinction; it can only alter, detach, bound, merge, or re-address the accessibility of that distinction. The history of the state is conserved within the topological arrangement of the system. This leads directly to C3, the law stipulating that no transformation is a subtraction. In this framework, all change is equal in its obligation to preserve information. A cut or division of a continuous object does not reduce the total payload (); rather, every cut is the birth of two distinct entities, producing a relation . If material is lifted from an active field, it transitions to a "bench" state (), where represents the detached continuation state. The lifted distinction loses its active location but fundamentally retains its existence and relational history. Consequently, C3 is not an arbitrary law but is mathematically derivable as C2 applied specifically to the lift operator. Orthogonal Waves: Selection and Boundary Any physical operation necessitates two orthogonal waves of action: one that dictates what part of the field is acted upon (Decay/Selection), and one that dictates what reality becomes after the action occurs (Boundary). These two waves cannot be collapsed into a single mechanism without freezing the state space entirely. The first wave, Selection (C4), establishes an address into the admissible transformation space, denoted as . The selector does not create the distinction; the distinction was already an admissible potential within the substrate . Selection merely instantiates which specific continuation path is taken. The second wave, Boundary (C5), changes the topology of continuity. A boundary creates a new condition of continuation without requiring new physical payload. For example, if a symbol is lifted from a sequence, the resulting gap can either close (collapsing the prior address and establishing new adjacency) or persist (creating two bounded regions). According to the Wall Theorem, a distinction is physically "alive" if and only if at least one of these two channels (value/selection or relation/boundary) remains unfrozen. Collapsing Decay into Boundary freezes both channels in a single event, resulting in a strictly forbidden configuration. When boundaries are introduced, they possess the unique capacity to create new origins (C6). A continuous sequence evaluated as a whole produces a single macroscopic magnitude. However, if that sequence is sectioned into multiple bounded segments, those segments become independent origins for new computations, despite remaining entangled by their shared substrate history. This sectioning is the primary mechanism for non-linear computational growth in the universe. The Rendering Interface and Constraint Satisfaction The final layer of the Operator Grammar separates the underlying relational data from its macroscopic observation. According to C7, results are rendered rather than merely read. The final observed state is a complex function of the substrate , the geometry of the interaction , the selection criteria , and the boundary topology . It is not the simple linear accumulation of hidden objects. Crucially, Geometry is defined as the "Read Head" (C8). The substrate itself does not inherently possess a Euclidean or curved shape. Geometry controls how the transformation encounters the distinctions. A linear read head defines a one-dimensional adjacency, while a circular, grid, or cyclical step-pattern defines entirely different neighborhood relations. Therefore, physical bases (such as positional notation or coordinate systems) are simultaneously available representations (C9). The selected base does not create the underlying substance; it merely acts as a coordinate system for rendering the preexisting relations. This culminates in the Value-to-Shape constraint satisfaction law (C10). The numbers or data points in the universe do not need to physically resemble a shape. If a relation among rendered values satisfies the constraints of a specific geometry—for example, if they satisfy —then those values instantiate a right-triangle relation. Shape exists purely as a potential admissible structure before it is instantiated, and measurement tests this constrain
The quantum-to-classical transition—the precise physical mechanism by which stochastic wave functions resolve into definite classical observables—remains a foundational open question in physics. In this paper, we introduce the State Resolution Model (SRM), a non-axiomatic framework that formulates state reduction as an emergent thermodynamic throughput limit. Synthesizing the Margolus-Levitin quantum processing bound, the Bekenstein-Hawking holographic capacity, and the information-thermodynamics of Szilard and Landauer, we demonstrate that the threshold for classical state instantiation is governed by a derived dimensionless identity, the Szilard-Resolution Ratio: Φ_SZ = [N · C · (ħ ν)] / [H_SL · R_s]. Unobserved quantum systems undergoing unitary evolution operate non-locally in Hilbert space with zero Szilard-Landauer tax (H_SL = 0). Classical geometric instantiation occurs exclusively when environmental interaction drives local state complexity to the holographic capacity limit (Φ_SZ ≥ 1), forcing a non-unitary projection that dissipates entropy across the local apparent horizon. We show that the resulting decay of Hilbert space mutual information weaves an emergent Lorentzian metric g_μν. Finally, we derive two parameter-free asymptotic bounds—a qubit-density limit (ρ_Q^crit) and a critical mass-superposition limit (m_crit)—demonstrating the model’s theoretical consistency and providing principled fundamental constraints on physical information density.
Key Takeaways ● ● ● ● ● Completion of Quantum Axiomatics: The long-standing axiomatic gap in quantum mechanics is closed by proving that Information Causality (IC), combined with no-signaling, rigorously mandates kernel positivity (positive semidefiniteness), thereby deriving the unique quantum correlation law (cos⁡(θ)\cos(\theta)cos(θ)) without requiring ad-hoc Hilbert space assumptions. Geometric Nature of Quantum Limits: The Tsirelson bound (2\sqrt{2}2​) is not an absolute information-theoretic limit, but rather a geometric signature of flat Euclidean space. In non-Euclidean hyperbolic spaces (H2H^2H2), Information Causality permits correlations that significantly exceed the quantum limit (supra-quantum violations). Holographic Reality is Experimentally Accessible: The relationship between geometric curvature and information is physically confirmed by demonstrating the holographic scaling of entanglement entropy (via the Ryu-Takayanagi formula) in macroscopic, tabletop hyperbolic electrical circuit lattices that simulate Anti-de Sitter (AdS) and BTZ black hole spacetimes. Unified Gravity Theory (CETΩ\OmegaΩ): The Causal-Informational Completion of Gravity (CETΩ) is a strictly 4D framework that replaces classical spacetime substance with a dynamic, emergent network of causal links. The theory elegantly regularizes black hole singularities and guarantees quantum unitarity across all scales via the spectral positivity of its nonlocal retarded kernel. Resolution of Cosmological Problems: The CETΩ framework introduces the "texon" scalar field, which unifies the dark sector (acting as both dark matter and dark energy) and provides a precise, late-time informational modification that alleviates the problematic Hubble tension.