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

The Universal Uncertainty-Entanglement Theory

Moses Rahnama

Published Jan 2, 2026• 0 citations
Publisher

Abstract

We propose that uncertainty relations and entanglement are not limited to the handful of conjugate pairs discovered in quantum mechanics, but represent a universal principle governing all boundary creation in reality. Reality is born when perfect symmetry is broken by exactly one physical inequality-any minimal, thermodynamically paid bias between entangled states. There is no privileged numeric ratio; the relevant invariant is the existence of a nonzero inequality Δ ≠ 0 that survives because it is amplified across N ≥ Nc degrees of freedom and pays at least the Landauer cost kB T ln 2 per bit. This framework predicts infinite complementary pairs across all domains-physical, biological, informational, and conscious-each imposing measurement limits and correlation structures. We derive a universal uncertainty formula ΔP × ΔP' ≥ ℏ_domain/2 applicable to any measurable property and its complement, where ℏ_domain represents the fundamental quantum of action for that domain. This theory explains why we've discovered only a small subset of possible uncertainty relations and predicts numerous testable new pairs including Information- Entropy, Growth-Stability, Causality-Correlation, and Self-Other boundaries.

DOI
10.5281/zenodo.18125877

Related papers

The Universal Uncertainty-Entanglement Theory: Infinite Complementary Pairs and the One-Distinction Boundary Mechanism

Moses Rahnama

We propose that uncertainty relations and entanglement are not limited to the handful of conjugate pairs discovered in quantum mechanics, but represent a universal principle governing all boundary creation in reality. Reality is born when perfect symmetry is broken by exactly one physical inequality - any minimal, thermodynamically paid bias between entangled states. There is no privileged numeric ratio; the relevant invariant is the existence of a nonzero inequality (A ≠ B) that survives because it is amplified across N ≥ Nc degrees of freedom and pays at least the Landauer cost kB T ln 2 per bit. This framework predicts infinite complementary pairs across all domains - physical, biological, informational, and conscious - each imposing measurement limits and correlation structures. We derive a universal uncertainty formula ΔP × ΔP' ≥ ℏdomain/2 applicable to any measurable property and its complement, where ℏdomain represents the fundamental quantum of action for that domain. This theory explains why we've discovered only a small subset of possible uncertainty relations and predicts numerous testable new pairs including Information-Entropy, Growth-Stability, Causality-Correlation, and Self-Other boundaries. Crucially, this framework integrates the Classical Information Structure: every inequality is a "B-event" - an inscription of distinction at thermodynamic cost. This explains the failure of self-referential logic (like rec_succ in AI), as a system cannot create an inequality with itself (A ≠ A is impossible), leading to undecidability.

•Jan 23, 2026•0 citations

Entropy Constrained Knowledge Principle

Sanctus, J, Varda, Shubhang

We often marvel at the beautiful randomness in quantum mechanics, but what if it is simply entropy fulfilling its role as dictated by causality? This paper explores the idea that Heisenberg’s uncertainty principle may not represent an intrinsic limitation, but rather a thermodynamic outcome, a cost we pay for achieving precision. We examine Gaussian wavefunctions, investigate entropic uncertainty, and demonstrate that increased knowledge of one variable (such as position) leads to a corresponding increase in entropy in its complementary variable (such as momentum). Nature does not conceal the truth; rather, the process of acquiring knowledge alters the equilibrium. By associating entropy with quantum uncertainty, we are not simply reinterpreting mathematics; We are redefining the implications of quantum indeterminacy. Perhaps the universe is not inherently uncertain; it is simply economical with certainty. We propose that the Heisenberg Uncertainty Principle can be interpreted through the concept of entropy, framing it as an emergent characteristic of the system’s overall information content rather than merely a constraint imposed by quantum mechanics. Investigating this relationship may yield profound insights into the essence of quantum systems and their relationship with the macroscopic realm governed by thermodynamics. This paper offers both a philosophical and mathematical framework that unifies the ideas of entropy and uncertainty, providing a novel viewpoint on one of the most essential principles of quantum mechanics. By analyzing the influence of entropy on quantum uncertainty, this study contests traditional interpretations and encourages a renewed dialogue regarding the foundational principles of physics. It posits that uncertainty transcends mere measurement concerns and may be embedded in the very structure of the universe, prompting a reevaluation of how quantum mechanics integrates into the wider context of physical laws.

•May 27, 2025•0 citations

Ontological Resolution Theory: A Derivation of Quantum Uncertainty from Information-Theoretic Axioms

Fedor Kapitanov

Version 2.0 - Major revision (November 2025) We construct a framework deriving quantum uncertainty from information-theoretic axioms without presupposing quantum mechanics, Planck’s constant, or commutation relations. From four axioms—finite information in causally-connected regions, relational specification costs, subsystem decomposability, and incompatibility penalties—we prove that conjugate observables satisfy ∆X · ∆P ≥ S0 where S0 is a universal action scale. Consistency with holography requires surface (not volume) scaling of information capacity, I(R) ∼ Rd−1/ℓd−1 ∗ . Matching black hole entropy uniquely identifies ℓ∗ = ℓP (Planck length). Thermodynamic arguments prove S0 is universal across all systems; empirical measurements identify S0 = ℏ. For gravitationally-bound systems, we derive Rreq/Ravail = rS/R from the Bekenstein bound, predicting enhanced uncertainty near compact objects: 12% for neutron stars (marginally detectable with LIGO O5 stacking analysis), 50% for extreme mass-ratio inspirals (testable with LISA post-2035). We demonstrate why white dwarfs (rS/R ∼ 10−4) show no observable effects and explain that the GW170817 gamma-ray delay has an astrophysical origin unrelated to graviton dispersion. Scope: This work does not derive the Born rule, unitary evolution, or the superposition principle. Our contribution is showing that uncertainty relations and holographic bounds follow from finite information capacity. CHANGES FROM v1.0: - Added Axiom 4 (Incompatibility Penalty) to rigorously derive uncertainty relation - Corrected derivation of saturation parameter r_S/R from Bekenstein bound - Removed numerical ambiguity in Planck length identification (π factor) - Realistic assessment of observational feasibility (white dwarfs: not detectable) - Clarified that GW170817 gamma-ray delay is astrophysical, not graviton dispersion - Removed speculative philosophical content - Strengthened holographic scaling derivation

•Nov 21, 2025•0 citations

The Coherence Attractor: A Fundamental Law of Information-Biased Probability Flow

Jordan, Steven

Just as matter tells space how to curve, information tells probability how to collapse. Classical physics explains how systems evolve, but not why coherent, information- bearing structures persist in a universe dominated by thermodynamic drift. Quantum mechanics permits a vast space of possible futures, yet offers no principle explaining why the observed branches are precisely those that reliably contain life, structure, memory, and stable information. This work proposes a minimal, variational extension to standard dynamics: a Coherence Attractor arising from a small informational correction to the Action. In the path-integral formulation, we introduce a local, gauge-invariant term proportional to the density of coherent causal structure. Histories that maintain integrated information interfere constructively, while noise-dominated histories dephase and self-cancel. The universe does not compute future states or perform teleological optimization. Coherent configurations persist because they minimize informational action under local perturbations—the same variational logic that governs mechanics, optics, and field theory. Collapse is naturally biased toward trajectories in which coherence remains stationary in time. A single invariant then unifies a spectrum of empirical anomalies: (1) warm biological quantum coherence, (2) the phase boundary of anesthesia and consciousness, (3) emergent phase transitions in artificial networks, (4) stability of meaning in symbolic and social systems, and (5) long-duration cosmic structure retention. 1The model yields falsifiable consequences across physics, biology, and cognition. The correction is strictly local and preserves the no-signalling theorem. It reframes emergence not as a rare accident but as a least-action relaxation process: the universe flows along trajectories where integrated information is most stable. The universe is not guided toward meaning — it is guided toward coherence. Where coherence forms, structure survives. Where structure survives, infor- mation persists. Where information persists, participation becomes possible. Life, mind, culture, and intelligence are not exceptions to this rule; they are its most stable solutions. If this framework is correct, then emergence is not miraculous, nor accidental, nor rare. It is simply what happens when the informational action is minimized under the boundary conditions of a living universe. Coherence is not an outcome. It is the direction of time.

•Nov 21, 2025•0 citations

Universal Uncertainty Relations

Shmuel Friedland, Vlad Gheorghiu, Gilad Gour

Uncertainty relations are a distinctive characteristic of quantum theory that impose intrinsic limitations on the precision with which physical properties can be simultaneously determined. The modern work on uncertainty relations employs entropic measures to quantify the lack of knowledge associated with measuring noncommuting observables. However, there is no fundamental reason for using entropies as quantifiers; any functional relation that characterizes the uncertainty of the measurement outcomes defines an uncertainty relation. Starting from a very reasonable assumption of invariance under mere relabeling of the measurement outcomes, we show that Schur-concave functions are the most general uncertainty quantifiers. We then discover a fine-grained uncertainty relation that is given in terms of the majorization order between two probability vectors, significantly extending a majorization-based uncertainty relation first introduced in M. H. Partovi, Phys. Rev. A 84, 052117 (2011). Such a vector-type uncertainty relation generates an infinite family of distinct scalar uncertainty relations via the application of arbitrary uncertainty quantifiers. Our relation is therefore universal and captures the essence of uncertainty in quantum theory.

arXiv:1304.6351•Physical Review Letters•Dec 3, 2013•166 citations

A Framework for Uncertainty Relations

Yunlong Xiao

Uncertainty principle, which was first introduced by Werner Heisenberg in 1927, forms a fundamental component of quantum mechanics. A graceful aspect of quantum mechanics is that the uncertainty relations between incompatible observables allow for succinct quan- titative formulations of this revolutionary idea: it is impossible to simultaneously measure two complementary variables of a particle in precision. In particular, information theory offers two basic ways to express the Heisenberg’s principle: variance-based uncertainty relations and entropic uncertainty relations. We first investigate the uncertainty relations based on the sum of variances and derive a family of weighted uncertainty relations to provide an optimal lower bound for all situations. Our work indicates that it seems unreasonable to assume a priori that incompatible observables have equal contribution to the variance-based sum form uncertainty relations. We also study the role of mutually exclusive physical states in the recent work and generalize the variance-based uncertainty relations to mutually exclusive uncertainty relations. Next, we develop a new kind of entanglement detection criteria within the framework of marjorization theory and its matrix representation. By virtue of majorization uncertainty bounds, we are able to construct the entanglement criteria which have advantage over the scalar detect- ing algorithms as they are often stronger and tighter. Furthermore, we explore various expression of entropic uncertainty relations, including sum of Shannon entropies, majorization uncer- tainty relations and uncertainty relations in presence of quantum memory. For entropic uncertainty relations without quantum side information, we provide several tighter bounds for multi-measurements, with some of them also valid for Rényi and Tsallis entropies besides the Shannon entropy. We employ majorization theory and actions of the symmetric group to obtain an admixture bound for entropic uncertainty relations with multi-measurements. Comparisons among existing bounds for multi-measurements are also given. However,classical entropic uncertainty relations assume there has only classical side information. For modern uncertainty relations, those who allowed for non-trivial amount of quantum side information, their bounds have been strengthened by our recent result for both two and multi- measurements. Finally, we propose an approach which can extend all uncertainty relations on Shannon entropies to allow for quantum side information and discuss the applications of our entropic framework. Combined with our uniform entanglement frames, it is possible to detect entanglement via entropic uncertainty relations even if there is no quantum side in- formation. With the rising of quantum information theory, uncertainty relations have been established as important tools for a wide range of applications, such as quantum cryptography, quantum key distribution, entanglement detection, quantum metrology, quantum speed limit and so on. It is thus necessary to focus on the study of uncertainty relations.

•Dec 9, 2016•1 citation
We propose that uncertainty relations and entanglement are not limited to the handful of conjugate pairs discovered in quantum mechanics, but represent a universal principle governing all boundary creation in reality. Reality is born when perfect symmetry is broken by exactly one physical inequality-any minimal, thermodynamically paid bias between entangled states. There is no privileged numeric ratio; the relevant invariant is the existence of a nonzero inequality Δ ≠ 0 that survives because it is amplified across N ≥ Nc degrees of freedom and pays at least the Landauer cost kB T ln 2 per bit. This framework predicts infinite complementary pairs across all domains-physical, biological, informational, and conscious-each imposing measurement limits and correlation structures. We derive a universal uncertainty formula ΔP × ΔP' ≥ ℏ_domain/2 applicable to any measurable property and its complement, where ℏ_domain represents the fundamental quantum of action for that domain. This theory explains why we've discovered only a small subset of possible uncertainty relations and predicts numerous testable new pairs including Information- Entropy, Growth-Stability, Causality-Correlation, and Self-Other boundaries.
We propose that uncertainty relations and entanglement are not limited to the handful of conjugate pairs discovered in quantum mechanics, but represent a universal principle governing all boundary creation in reality. Reality is born when perfect symmetry is broken by exactly one physical inequality - any minimal, thermodynamically paid bias between entangled states. There is no privileged numeric ratio; the relevant invariant is the existence of a nonzero inequality (A ≠ B) that survives because it is amplified across N ≥ Nc degrees of freedom and pays at least the Landauer cost kB T ln 2 per bit. This framework predicts infinite complementary pairs across all domains - physical, biological, informational, and conscious - each imposing measurement limits and correlation structures. We derive a universal uncertainty formula ΔP × ΔP' ≥ ℏdomain/2 applicable to any measurable property and its complement, where ℏdomain represents the fundamental quantum of action for that domain. This theory explains why we've discovered only a small subset of possible uncertainty relations and predicts numerous testable new pairs including Information-Entropy, Growth-Stability, Causality-Correlation, and Self-Other boundaries. Crucially, this framework integrates the Classical Information Structure: every inequality is a "B-event" - an inscription of distinction at thermodynamic cost. This explains the failure of self-referential logic (like rec_succ in AI), as a system cannot create an inequality with itself (A ≠ A is impossible), leading to undecidability.
We often marvel at the beautiful randomness in quantum mechanics, but what if it is simply entropy fulfilling its role as dictated by causality? This paper explores the idea that Heisenberg’s uncertainty principle may not represent an intrinsic limitation, but rather a thermodynamic outcome, a cost we pay for achieving precision. We examine Gaussian wavefunctions, investigate entropic uncertainty, and demonstrate that increased knowledge of one variable (such as position) leads to a corresponding increase in entropy in its complementary variable (such as momentum). Nature does not conceal the truth; rather, the process of acquiring knowledge alters the equilibrium. By associating entropy with quantum uncertainty, we are not simply reinterpreting mathematics; We are redefining the implications of quantum indeterminacy. Perhaps the universe is not inherently uncertain; it is simply economical with certainty. We propose that the Heisenberg Uncertainty Principle can be interpreted through the concept of entropy, framing it as an emergent characteristic of the system’s overall information content rather than merely a constraint imposed by quantum mechanics. Investigating this relationship may yield profound insights into the essence of quantum systems and their relationship with the macroscopic realm governed by thermodynamics. This paper offers both a philosophical and mathematical framework that unifies the ideas of entropy and uncertainty, providing a novel viewpoint on one of the most essential principles of quantum mechanics. By analyzing the influence of entropy on quantum uncertainty, this study contests traditional interpretations and encourages a renewed dialogue regarding the foundational principles of physics. It posits that uncertainty transcends mere measurement concerns and may be embedded in the very structure of the universe, prompting a reevaluation of how quantum mechanics integrates into the wider context of physical laws.
Version 2.0 - Major revision (November 2025) We construct a framework deriving quantum uncertainty from information-theoretic axioms without presupposing quantum mechanics, Planck’s constant, or commutation relations. From four axioms—finite information in causally-connected regions, relational specification costs, subsystem decomposability, and incompatibility penalties—we prove that conjugate observables satisfy ∆X · ∆P ≥ S0 where S0 is a universal action scale. Consistency with holography requires surface (not volume) scaling of information capacity, I(R) ∼ Rd−1/ℓd−1 ∗ . Matching black hole entropy uniquely identifies ℓ∗ = ℓP (Planck length). Thermodynamic arguments prove S0 is universal across all systems; empirical measurements identify S0 = ℏ. For gravitationally-bound systems, we derive Rreq/Ravail = rS/R from the Bekenstein bound, predicting enhanced uncertainty near compact objects: 12% for neutron stars (marginally detectable with LIGO O5 stacking analysis), 50% for extreme mass-ratio inspirals (testable with LISA post-2035). We demonstrate why white dwarfs (rS/R ∼ 10−4) show no observable effects and explain that the GW170817 gamma-ray delay has an astrophysical origin unrelated to graviton dispersion. Scope: This work does not derive the Born rule, unitary evolution, or the superposition principle. Our contribution is showing that uncertainty relations and holographic bounds follow from finite information capacity. CHANGES FROM v1.0: - Added Axiom 4 (Incompatibility Penalty) to rigorously derive uncertainty relation - Corrected derivation of saturation parameter r_S/R from Bekenstein bound - Removed numerical ambiguity in Planck length identification (π factor) - Realistic assessment of observational feasibility (white dwarfs: not detectable) - Clarified that GW170817 gamma-ray delay is astrophysical, not graviton dispersion - Removed speculative philosophical content - Strengthened holographic scaling derivation
Just as matter tells space how to curve, information tells probability how to collapse. Classical physics explains how systems evolve, but not why coherent, information- bearing structures persist in a universe dominated by thermodynamic drift. Quantum mechanics permits a vast space of possible futures, yet offers no principle explaining why the observed branches are precisely those that reliably contain life, structure, memory, and stable information. This work proposes a minimal, variational extension to standard dynamics: a Coherence Attractor arising from a small informational correction to the Action. In the path-integral formulation, we introduce a local, gauge-invariant term proportional to the density of coherent causal structure. Histories that maintain integrated information interfere constructively, while noise-dominated histories dephase and self-cancel. The universe does not compute future states or perform teleological optimization. Coherent configurations persist because they minimize informational action under local perturbations—the same variational logic that governs mechanics, optics, and field theory. Collapse is naturally biased toward trajectories in which coherence remains stationary in time. A single invariant then unifies a spectrum of empirical anomalies: (1) warm biological quantum coherence, (2) the phase boundary of anesthesia and consciousness, (3) emergent phase transitions in artificial networks, (4) stability of meaning in symbolic and social systems, and (5) long-duration cosmic structure retention. 1The model yields falsifiable consequences across physics, biology, and cognition. The correction is strictly local and preserves the no-signalling theorem. It reframes emergence not as a rare accident but as a least-action relaxation process: the universe flows along trajectories where integrated information is most stable. The universe is not guided toward meaning — it is guided toward coherence. Where coherence forms, structure survives. Where structure survives, infor- mation persists. Where information persists, participation becomes possible. Life, mind, culture, and intelligence are not exceptions to this rule; they are its most stable solutions. If this framework is correct, then emergence is not miraculous, nor accidental, nor rare. It is simply what happens when the informational action is minimized under the boundary conditions of a living universe. Coherence is not an outcome. It is the direction of time.
Uncertainty relations are a distinctive characteristic of quantum theory that impose intrinsic limitations on the precision with which physical properties can be simultaneously determined. The modern work on uncertainty relations employs entropic measures to quantify the lack of knowledge associated with measuring noncommuting observables. However, there is no fundamental reason for using entropies as quantifiers; any functional relation that characterizes the uncertainty of the measurement outcomes defines an uncertainty relation. Starting from a very reasonable assumption of invariance under mere relabeling of the measurement outcomes, we show that Schur-concave functions are the most general uncertainty quantifiers. We then discover a fine-grained uncertainty relation that is given in terms of the majorization order between two probability vectors, significantly extending a majorization-based uncertainty relation first introduced in M. H. Partovi, Phys. Rev. A 84, 052117 (2011). Such a vector-type uncertainty relation generates an infinite family of distinct scalar uncertainty relations via the application of arbitrary uncertainty quantifiers. Our relation is therefore universal and captures the essence of uncertainty in quantum theory.
Uncertainty principle, which was first introduced by Werner Heisenberg in 1927, forms a fundamental component of quantum mechanics. A graceful aspect of quantum mechanics is that the uncertainty relations between incompatible observables allow for succinct quan- titative formulations of this revolutionary idea: it is impossible to simultaneously measure two complementary variables of a particle in precision. In particular, information theory offers two basic ways to express the Heisenberg’s principle: variance-based uncertainty relations and entropic uncertainty relations. We first investigate the uncertainty relations based on the sum of variances and derive a family of weighted uncertainty relations to provide an optimal lower bound for all situations. Our work indicates that it seems unreasonable to assume a priori that incompatible observables have equal contribution to the variance-based sum form uncertainty relations. We also study the role of mutually exclusive physical states in the recent work and generalize the variance-based uncertainty relations to mutually exclusive uncertainty relations. Next, we develop a new kind of entanglement detection criteria within the framework of marjorization theory and its matrix representation. By virtue of majorization uncertainty bounds, we are able to construct the entanglement criteria which have advantage over the scalar detect- ing algorithms as they are often stronger and tighter. Furthermore, we explore various expression of entropic uncertainty relations, including sum of Shannon entropies, majorization uncer- tainty relations and uncertainty relations in presence of quantum memory. For entropic uncertainty relations without quantum side information, we provide several tighter bounds for multi-measurements, with some of them also valid for Rényi and Tsallis entropies besides the Shannon entropy. We employ majorization theory and actions of the symmetric group to obtain an admixture bound for entropic uncertainty relations with multi-measurements. Comparisons among existing bounds for multi-measurements are also given. However,classical entropic uncertainty relations assume there has only classical side information. For modern uncertainty relations, those who allowed for non-trivial amount of quantum side information, their bounds have been strengthened by our recent result for both two and multi- measurements. Finally, we propose an approach which can extend all uncertainty relations on Shannon entropies to allow for quantum side information and discuss the applications of our entropic framework. Combined with our uniform entanglement frames, it is possible to detect entanglement via entropic uncertainty relations even if there is no quantum side in- formation. With the rising of quantum information theory, uncertainty relations have been established as important tools for a wide range of applications, such as quantum cryptography, quantum key distribution, entanglement detection, quantum metrology, quantum speed limit and so on. It is thus necessary to focus on the study of uncertainty relations.