Challenges
Datasets
Workspaces
Papers
Discussions
Leaderboard
Log inSign up
Challenges
Datasets
Workspaces
Papers
Discussions
Leaderboard
Blog
Job Board
Q3AS

© 2026 Aqora Quantum S.A.S.

TermsPrivacyLegal Notice

Active Broadcast Versus Passive Decoherence in Redundant Record Formation

Michael William Perry Walshe

Published Jan 26, 2026• 0 citations
Publisher

Abstract

Quantum Darwinism explains the emergence of classical objectivity through redundant environmental encoding of quantum information. Many treatments implicitly treat redundancy as mechanism-agnostic — that is, redundancy is redundancy regardless of how it arises. In this work, I distinguish two channel classes through which environmental records form: passive decoherence, in which information leaks into unstructured environmental degrees of freedom, and active broadcast, in which classical records propagate via selective, high-fan-out channels. I show computationally that these classes produce measurably different redundancy growth rates and record-stability thresholds under comparable noise conditions, and that the distinction is not an artefact of parameter choice but reflects a difference in scaling class: passive (local) channels produce scaling consistent with polynomial spreading times T(N) ~ Nᵝ, while active (non-local) channels produce scaling consistent with logarithmic spreading times T(N) ~ log(N), under the models studied. This separation is consistent with locality constraints formalised by Lieb–Robinson bounds on information propagation in locally-coupled systems. The distinction implies that the route to classicality is not uniquely determined by the quantity of redundancy, but depends on the informational structure of the channel that generates it. This has direct consequences for how we understand irreversibility, the objectivity of measurement outcomes, and the scope of quantum Darwinism as a theory of the classical limit.

DOI
10.5281/zenodo.18402839

Related papers

Before Decoherence: Consequential Registration, Redundant Physical Records, and the Pre-Quantum Origin of Environmental Objectivity: A theorem-backed distinction between Registration Theory and Quantum Darwinism

EUGENE CATRAMBONE

Quantum Darwinism explains effective classical objectivity through the selective proliferation of information about preferred quantum states into multiple environmental fragments. Its mature formulations operate within quantum theory, using a system-environment decomposition, decoherence or einselection, and information-theoretic or broadcast-structure criteria for redundant accessibility.This paper asks an upstream question from Registration Theory (RT): what makes a physical distinction a record before that record is described as information available to an observer? Canonical RT answers that retained registration is persistent organization constraining later evolution, that a distinction becomes a physical record only when it remains consequential, and that persistent physical organization is prior to information extracted from it.The paper assembles a theorem-backed finite-model chain now available in the RT corpus. Canonical ACRF dynamics supplies write-retain-read consequential history. The exact finite-amplitude ACRF-4 quotient identifies a nine-dimensional host-host-boundary state. The certified consequence-minimality theorem (DOI 10.6084/m9.figshare.34063464) shows that the retained relational boundary contributes irreducible future-consequence directions. The spectrum-preserving ACRF-8 redundant-record theorem (DOI 10.6084/m9.figshare.34063500) then proves an explicit local witness in which one quotient-valid source distinction is written into two disjoint retained fragments that are locally recoverable, counterfactually separable, and independently readable, giving \(R_{RT}(q)\ge 2\) under the stated criteria.The resulting distinction from Quantum Darwinism is precise but bounded. RT recordhood is consequence-based, while Darwinian objectivity is an accessibility-and-redundancy criterion formulated within quantum theory. The ACRF witness demonstrates redundant retained record formation without assuming Hilbert space, density operators, mutual information, decoherence, einselection, Born probabilities, or an observer-defined environment. Therefore, multiple persistent records of one distinction are not definitionally identical to Quantum-Darwinian redundancy.The paper does not claim that Quantum Darwinism is false or that RT has derived quantum mechanics, decoherence, Born probabilities, a mutual-information redundancy plateau, or macroscopic objectivity. Instead, it proposes a disciplined hierarchy: consequential distinction → retention → persistent record → branching → redundant retained records → redundant accessibility → environmental objectivity. The final two steps remain open in RT. A future bridge must dynamically select and scale multi-host redundancy and map consequence-bearing RT records into quantum environmental fragments that satisfy decoherence and strong objectivity conditions.

•Oct 3, 2026•0 citations

Broadcasting Classicality: Environmental Records, Redundancy, and the Quantum Origin of Objective Observables

Sachin .

A fact of the classical world is public property: many agents can learn it without erasing or revising it. Quantum mechanics offers no such notion, since unknown states cannot be copied and measurement disturbs. This review develops quantum Darwinism’s resolution, which locates classicality in the environment as a broadcast medium carrying independent records of an observable. The framework is assembled in information-theoretic terms: quantum mutual information between system and environment fragments, redundancy at an information deficit, the Holevo quantity separating accessible from total correlation, spectrum broadcast structure as the record-bearing state, and the quantum Chernoff information fixing the rate of accumulation. A proposition proving that spectrum broadcast structure forces the classical plateau fragment by fragment is given. Three media — spin registers, oscillator baths, and scattered photons — are examined, followed by account of a record’s life cycle: formation, degradation under intra-environmental scrambling and information backflow, and counterexamples where decoherence proceeds while no record is deposited. The relation between redundancy and consensus, consistent histories, laboratory evidence, and unresolved problems are treated in closing.

International Journal of Physics and Applications•Jul 1, 2025•0 citations

Redundancy Is Not Objectivity: Quantum Darwinism, Branch Objectivity, and Phase Recoverability in The Many-Worlds Interpretation

Oltan Cankat Riordan

This paper examines the role of Quantum Darwinism in explaining the emergence of classical objectivity within The Many-Worlds Interpretation of quantum mechanics. Decoherence explains why macroscopically distinct alternatives become practically inaccessible to local observers, but it does not by itself explain why multiple observers can independently agree on the same classical state. Quantum Darwinism strengthens this account by describing how information about stable pointer states becomes redundantly encoded in environmental fragments. However, this paper argues that redundancy is necessary for objectivity but not enough to explain objectivity. A simple qubit test model implemented in Qiskit is used to demonstrate redundant environmental coding. The discussion connects this claim to Strong Quantum Darwinism, Spectrum Broadcast Structure, and Quantum Discord, which sharpen the distinction between mere correlation and objective classical records. Finally, this paper proposes phase anti-redundancy as a future direction; While pointer state information becomes locally redundant, cross-branch phase information appears to remain globally encoded and increasingly difficult to recover. This suggests that branch objectivity may require not only redundant classical records, but also the fact that cross-branch phase information is encoded in global correlations rather than in locally accessible environmental fragments.

•Aug 14, 2026•0 citations

Coherence Selection as a Distinct Macroscopic Mechanism Beyond Energy and Entropy

Jonah Brent

Quantum Darwinism explains the emergence of objective classical reality through redundant proliferation of information into the environment. While successful in symmetric, weakly noisy settings, the framework implicitly assumes that redundancy alone guarantees macroscopic stability. In this work, we demonstrate that redundancy and decoherence are insufficient to stabilize classical outcomes in the presence of irreversible record formation, asymmetric noise, or heterogeneous constraints. We introduce coherence selection as a distinct macroscopic mechanism operating at the level of histories rather than instantaneous states. Coherence selection acts as a structural filter on admissible histories, favoring those that maintain mutual consistency among redundant records under irreversible constraint. We show that Quantum Darwinism emerges as a special symmetric limit of this broader framework. Outside that limit, coherence selection is required to prevent fragmentation of macroscopic records. We identify regimes where coherence, rather than energy or entropy, dominates macroscopic outcomes, derive qualitative stability criteria, and propose falsifiable experimental tests. These results elevate coherence selection from a descriptive framework to a necessary macroscopic mechanism underlying persistent classicality.

•Jan 22, 2026•0 citations

Functional Information in Quantum Darwinism: An Operational Measure of Objectivity

Arda Batın Tank

Abstract Classical objectivity arises when many independent observers can retrieve the same information about a quantum system without disturbing it. Quantum Darwinism (QD) explains this by treating the environment as a communication channel that redundantly broadcasts information about pointer observables. We develop an operational framework for quantifying this redundancy through the lens of functional information. By introducing a one-sided adequacy criterion based on the Holevo bound, we measure the \emph{abundance} of environment fragments that individually contain nearly all classically accessible pointer information. Using a heterogeneous pure–dephasing model, we sample fragments to extract onset statistics and apply isotonic regression to obtain stable estimates of redundancy and its functional-information counterpart $FI_{QD}=\log_2 R_\delta$. The results reveal a generic onset–plateau structure: redundancy grows rapidly at early times, then saturates at a capacity-limited ceiling, universally across adequacy tolerances. We further connect $FI_{QD}$ to thermodynamic bounds, showing that each additional bit of redundancy implies exponentially increasing minimal heat costs for record stabilization. This approach provides a conservative, model-agnostic measure of emergent classicality, suitable for both theoretical analysis and experimental probing.

arXiv:2509.17775•Oct 7, 2025•0 citations

Redundancy-Limited Emergence of Classical Histories in Quantum Systems: A Covariant Information-Theoretic Bound from Decoherence

David Reardon

Redundancy-Limited Emergence of Classical Histories in Quantum Systems This work investigates how classical reality emerges from underlying quantum dynamics, focusing on the role of environmental information, noise, and fundamental entropy limits. In quantum theory, systems evolve into superpositions of many possible outcomes. However, in practice we observe a world with definite, classical histories. A widely accepted explanation is decoherence, in which interactions with the environment suppress interference between different quantum states. More recent developments, particularly in quantum Darwinism, emphasize that classical information becomes objective when it is redundantly recorded across many independent parts of the environment. This paper addresses a key unresolved question: how many distinct classical histories can physically exist? To answer this, we construct a minimal computational model in which a system’s history is encoded into multiple environmental fragments, each subject to noise. By computing how much information about the system can be recovered from subsets of these fragments, we identify a characteristic scale that determines how many fragments are required to reconstruct the system’s history. Our results reveal a simple and robust relationship: the ability to recover classical information depends on the entropy of the noise affecting environmental records. As noise increases, more fragments are required to reconstruct a history, reflecting a loss of distinguishability. This leads to the definition of a “recoverability factor,” which quantifies how efficiently entropy can be converted into usable, classical information. We then connect this information-theoretic result to fundamental bounds from gravitational physics. In particular, existing entropy bounds limit the total amount of information that can pass through a region of spacetime. We show that only a fraction of this entropy—determined by the recoverability factor—can contribute to distinguishable classical histories. This leads to a new principle: the number of classical histories is not limited only by total entropy, but by the efficiency with which that entropy can be encoded, preserved, and accessed. Applying this framework to cosmological entropy estimates, we derive explicit upper bounds on the number of distinguishable classical histories in the observable universe. While this number is extraordinarily large, it is nonetheless finite and strongly constrained by both entropy and noise. These results refine the standard picture of quantum branching. While quantum theory allows a vast number of possible outcomes, only a subset can become physically meaningful in the sense of being stable, redundantly recorded, and accessible to observers. More broadly, this work provides a quantitative bridge between decoherence theory, information theory, and gravitational entropy bounds. It suggests that classical reality is fundamentally constrained not just by physical laws governing entropy, but by the efficiency of information transfer within those constraints.

•Apr 30, 2026•0 citations
Quantum Darwinism explains the emergence of classical objectivity through redundant environmental encoding of quantum information. Many treatments implicitly treat redundancy as mechanism-agnostic — that is, redundancy is redundancy regardless of how it arises. In this work, I distinguish two channel classes through which environmental records form: passive decoherence, in which information leaks into unstructured environmental degrees of freedom, and active broadcast, in which classical records propagate via selective, high-fan-out channels. I show computationally that these classes produce measurably different redundancy growth rates and record-stability thresholds under comparable noise conditions, and that the distinction is not an artefact of parameter choice but reflects a difference in scaling class: passive (local) channels produce scaling consistent with polynomial spreading times T(N) ~ Nᵝ, while active (non-local) channels produce scaling consistent with logarithmic spreading times T(N) ~ log(N), under the models studied. This separation is consistent with locality constraints formalised by Lieb–Robinson bounds on information propagation in locally-coupled systems. The distinction implies that the route to classicality is not uniquely determined by the quantity of redundancy, but depends on the informational structure of the channel that generates it. This has direct consequences for how we understand irreversibility, the objectivity of measurement outcomes, and the scope of quantum Darwinism as a theory of the classical limit.
Quantum Darwinism explains effective classical objectivity through the selective proliferation of information about preferred quantum states into multiple environmental fragments. Its mature formulations operate within quantum theory, using a system-environment decomposition, decoherence or einselection, and information-theoretic or broadcast-structure criteria for redundant accessibility.This paper asks an upstream question from Registration Theory (RT): what makes a physical distinction a record before that record is described as information available to an observer? Canonical RT answers that retained registration is persistent organization constraining later evolution, that a distinction becomes a physical record only when it remains consequential, and that persistent physical organization is prior to information extracted from it.The paper assembles a theorem-backed finite-model chain now available in the RT corpus. Canonical ACRF dynamics supplies write-retain-read consequential history. The exact finite-amplitude ACRF-4 quotient identifies a nine-dimensional host-host-boundary state. The certified consequence-minimality theorem (DOI 10.6084/m9.figshare.34063464) shows that the retained relational boundary contributes irreducible future-consequence directions. The spectrum-preserving ACRF-8 redundant-record theorem (DOI 10.6084/m9.figshare.34063500) then proves an explicit local witness in which one quotient-valid source distinction is written into two disjoint retained fragments that are locally recoverable, counterfactually separable, and independently readable, giving RRT(q)≥2R_{RT}(q)\ge 2RRT​(q)≥2 under the stated criteria.The resulting distinction from Quantum Darwinism is precise but bounded. RT recordhood is consequence-based, while Darwinian objectivity is an accessibility-and-redundancy criterion formulated within quantum theory. The ACRF witness demonstrates redundant retained record formation without assuming Hilbert space, density operators, mutual information, decoherence, einselection, Born probabilities, or an observer-defined environment. Therefore, multiple persistent records of one distinction are not definitionally identical to Quantum-Darwinian redundancy.The paper does not claim that Quantum Darwinism is false or that RT has derived quantum mechanics, decoherence, Born probabilities, a mutual-information redundancy plateau, or macroscopic objectivity. Instead, it proposes a disciplined hierarchy: consequential distinction → retention → persistent record → branching → redundant retained records → redundant accessibility → environmental objectivity. The final two steps remain open in RT. A future bridge must dynamically select and scale multi-host redundancy and map consequence-bearing RT records into quantum environmental fragments that satisfy decoherence and strong objectivity conditions.
A fact of the classical world is public property: many agents can learn it without erasing or revising it. Quantum mechanics offers no such notion, since unknown states cannot be copied and measurement disturbs. This review develops quantum Darwinism’s resolution, which locates classicality in the environment as a broadcast medium carrying independent records of an observable. The framework is assembled in information-theoretic terms: quantum mutual information between system and environment fragments, redundancy at an information deficit, the Holevo quantity separating accessible from total correlation, spectrum broadcast structure as the record-bearing state, and the quantum Chernoff information fixing the rate of accumulation. A proposition proving that spectrum broadcast structure forces the classical plateau fragment by fragment is given. Three media — spin registers, oscillator baths, and scattered photons — are examined, followed by account of a record’s life cycle: formation, degradation under intra-environmental scrambling and information backflow, and counterexamples where decoherence proceeds while no record is deposited. The relation between redundancy and consensus, consistent histories, laboratory evidence, and unresolved problems are treated in closing.
This paper examines the role of Quantum Darwinism in explaining the emergence of classical objectivity within The Many-Worlds Interpretation of quantum mechanics. Decoherence explains why macroscopically distinct alternatives become practically inaccessible to local observers, but it does not by itself explain why multiple observers can independently agree on the same classical state. Quantum Darwinism strengthens this account by describing how information about stable pointer states becomes redundantly encoded in environmental fragments. However, this paper argues that redundancy is necessary for objectivity but not enough to explain objectivity. A simple qubit test model implemented in Qiskit is used to demonstrate redundant environmental coding. The discussion connects this claim to Strong Quantum Darwinism, Spectrum Broadcast Structure, and Quantum Discord, which sharpen the distinction between mere correlation and objective classical records. Finally, this paper proposes phase anti-redundancy as a future direction; While pointer state information becomes locally redundant, cross-branch phase information appears to remain globally encoded and increasingly difficult to recover. This suggests that branch objectivity may require not only redundant classical records, but also the fact that cross-branch phase information is encoded in global correlations rather than in locally accessible environmental fragments.
Quantum Darwinism explains the emergence of objective classical reality through redundant proliferation of information into the environment. While successful in symmetric, weakly noisy settings, the framework implicitly assumes that redundancy alone guarantees macroscopic stability. In this work, we demonstrate that redundancy and decoherence are insufficient to stabilize classical outcomes in the presence of irreversible record formation, asymmetric noise, or heterogeneous constraints. We introduce coherence selection as a distinct macroscopic mechanism operating at the level of histories rather than instantaneous states. Coherence selection acts as a structural filter on admissible histories, favoring those that maintain mutual consistency among redundant records under irreversible constraint. We show that Quantum Darwinism emerges as a special symmetric limit of this broader framework. Outside that limit, coherence selection is required to prevent fragmentation of macroscopic records. We identify regimes where coherence, rather than energy or entropy, dominates macroscopic outcomes, derive qualitative stability criteria, and propose falsifiable experimental tests. These results elevate coherence selection from a descriptive framework to a necessary macroscopic mechanism underlying persistent classicality.
Abstract Classical objectivity arises when many independent observers can retrieve the same information about a quantum system without disturbing it. Quantum Darwinism (QD) explains this by treating the environment as a communication channel that redundantly broadcasts information about pointer observables. We develop an operational framework for quantifying this redundancy through the lens of functional information. By introducing a one-sided adequacy criterion based on the Holevo bound, we measure the \emph{abundance} of environment fragments that individually contain nearly all classically accessible pointer information. Using a heterogeneous pure–dephasing model, we sample fragments to extract onset statistics and apply isotonic regression to obtain stable estimates of redundancy and its functional-information counterpart FIQD=log⁡2RδFI_{QD}=\log_2 R_\deltaFIQD​=log2​Rδ​. The results reveal a generic onset–plateau structure: redundancy grows rapidly at early times, then saturates at a capacity-limited ceiling, universally across adequacy tolerances. We further connect FIQDFI_{QD}FIQD​ to thermodynamic bounds, showing that each additional bit of redundancy implies exponentially increasing minimal heat costs for record stabilization. This approach provides a conservative, model-agnostic measure of emergent classicality, suitable for both theoretical analysis and experimental probing.
Redundancy-Limited Emergence of Classical Histories in Quantum Systems This work investigates how classical reality emerges from underlying quantum dynamics, focusing on the role of environmental information, noise, and fundamental entropy limits. In quantum theory, systems evolve into superpositions of many possible outcomes. However, in practice we observe a world with definite, classical histories. A widely accepted explanation is decoherence, in which interactions with the environment suppress interference between different quantum states. More recent developments, particularly in quantum Darwinism, emphasize that classical information becomes objective when it is redundantly recorded across many independent parts of the environment. This paper addresses a key unresolved question: how many distinct classical histories can physically exist? To answer this, we construct a minimal computational model in which a system’s history is encoded into multiple environmental fragments, each subject to noise. By computing how much information about the system can be recovered from subsets of these fragments, we identify a characteristic scale that determines how many fragments are required to reconstruct the system’s history. Our results reveal a simple and robust relationship: the ability to recover classical information depends on the entropy of the noise affecting environmental records. As noise increases, more fragments are required to reconstruct a history, reflecting a loss of distinguishability. This leads to the definition of a “recoverability factor,” which quantifies how efficiently entropy can be converted into usable, classical information. We then connect this information-theoretic result to fundamental bounds from gravitational physics. In particular, existing entropy bounds limit the total amount of information that can pass through a region of spacetime. We show that only a fraction of this entropy—determined by the recoverability factor—can contribute to distinguishable classical histories. This leads to a new principle: the number of classical histories is not limited only by total entropy, but by the efficiency with which that entropy can be encoded, preserved, and accessed. Applying this framework to cosmological entropy estimates, we derive explicit upper bounds on the number of distinguishable classical histories in the observable universe. While this number is extraordinarily large, it is nonetheless finite and strongly constrained by both entropy and noise. These results refine the standard picture of quantum branching. While quantum theory allows a vast number of possible outcomes, only a subset can become physically meaningful in the sense of being stable, redundantly recorded, and accessible to observers. More broadly, this work provides a quantitative bridge between decoherence theory, information theory, and gravitational entropy bounds. It suggests that classical reality is fundamentally constrained not just by physical laws governing entropy, but by the efficiency of information transfer within those constraints.