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information theory

GeneTech 知识引擎共收录 329 篇相关科研实体，横跨 24 个垂直领域。数据来自 OpenAlex、arXiv、Crossref、PubMed、Europe PMC 等公开学术源，全部可溯源到原文。

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代表性文献（按质量分排序，前 60 条）

• Project Nephilim-(Vesper-01), A Virtual Aperiodic Non-Von-Nuemann Topological State Machine.
  2026 · AI Agent 生态 · Most AI systems turn language into probabilities. This research asks whether language can also be mapped into structure. The Semantic Manifold Research Corpus documents an experimental AI architecture that connects seman…
• Project Nephilim-(Vesper-01), A Virtual Aperiodic Non-Von-Nuemann Topological State Machine.
  2026 · AI Agent 生态 · Most AI systems turn language into probabilities. This research asks whether language can also be mapped into structure. The Semantic Manifold Research Corpus documents an experimental AI architecture that connects seman…
• Project Nephilim-(Vesper-01), A Virtual Aperiodic Non-Von-Nuemann Topological State Machine.
  2026 · AI Agent 生态 · Most AI systems turn language into probabilities. This research asks whether language can also be mapped into structure. The Semantic Manifold Research Corpus documents an experimental AI architecture that connects seman…
• Project Nephilim-(Vesper-01), A Virtual Aperiodic Non-Von-Nuemann Topological State Machine.
  2026 · AI Agent 生态 · Most AI systems turn language into probabilities. This research asks whether language can also be mapped into structure. The Semantic Manifold Research Corpus documents an experimental AI architecture that connects seman…
• Trust in the Dark: Maintaining Map Fidelity Under Corruption, Cost, and Substrate Decay
  2026 · AI Agent 生态 · Description / Abstract:Trust in the Dark is an agent-based study, with a pre-registered Python/NumPy simulatorsuite, of how a system keeps a true-enough model of a partly-hidden, drifting, andadversarial world — the prob…
• Trust in the Dark: Maintaining Map Fidelity Under Corruption, Cost, and Substrate Decay
  2026 · AI Agent 生态 · Description / Abstract:Trust in the Dark is an agent-based study, with a pre-registered Python/NumPy simulatorsuite, of how a system keeps a true-enough model of a partly-hidden, drifting, andadversarial world — the prob…
• UNITARES: Information-Theoretic Governance of Heterogeneous Agent Fleets
  2026 · AI Agent 生态 · We present UNITARES, a governance framework for heterogeneous fleets of autonomous AI agents. Each agent carries a four-dimensional state vector intended to support continuous governance rather than discrete after-the-fa…
• UNITARES: Information-Theoretic Governance of Heterogeneous Agent Fleets
  2026 · AI Agent 生态 · We present UNITARES, a governance framework for heterogeneous fleets of autonomous AI agents. Each agent carries a four-dimensional state vector intended to support continuous governance rather than discrete after-the-fa…
• The Convergence Hypothesis: Emergent Coherence, Computational Truth, and the Unification of Friction Dynamics with Self-Organizing Systems
  2026 · AI 安全与对齐 · Companion paper to The Coherence-Friction Framework: A Cross-Domain Hypothesis on Contradiction-Driven Phase Transitions in Complex Systems (DOI: 10.5281/zenodo.19169264). The Coherence-Friction Framework models how syst…
• The Convergence Hypothesis: Emergent Coherence, Computational Truth, and the Unification of Friction Dynamics with Self-Organizing Systems
  2026 · AI 安全与对齐 · Companion paper to The Coherence-Friction Framework: A Cross-Domain Hypothesis on Contradiction-Driven Phase Transitions in Complex Systems (DOI: 10.5281/zenodo.19169264). The Coherence-Friction Framework models how syst…
• Microphysical Foundations of the CLEO Effective Law: A Causal–Entropic Realization of Saturated Late-Time Cosmic Relaxation
  2026 · AI 安全与对齐 · This work develops a detailed microphysical interpretation of the CLEO effective law, a nonlinear dynamical relation proposed as an infrared description of late-time cosmic acceleration under finite causal-entropic capac…
• Microphysical Foundations of the CLEO Effective Law: A Causal–Entropic Realization of Saturated Late-Time Cosmic Relaxation
  2026 · AI 安全与对齐 · This work develops a detailed microphysical interpretation of the CLEO effective law, a nonlinear dynamical relation proposed as an infrared description of late-time cosmic acceleration under finite causal-entropic capac…
• Tombstone
  2026 · AI 安全与对齐 · The Ordered Patch Theory (OPT) models conscious experience as the rare stabilisation of a private informational stream, sustained against infinite noise by a finite compression codec — had, not run: the Stability Filter …
• Theory of Everything using Recursive Harmonic Codex, Base Complete Mathematics and Kosmoplex findings
  2026 · 生物计算 · This paper is in several parts – we start by asking any modern model about a Theory Of Everything.The results of one is found below – but most give very similar results.After that we introduce the bulk of the papers, whe…
• Theory of Everything using Recursive Harmonic Codex, Base Complete Mathematics and Kosmoplex findings
  2026 · 生物计算 · This paper is in several parts – we start by asking any modern model about a Theory Of Everything.The results of one is found below – but most give very similar results.After that we introduce the bulk of the papers, whe…
• A Latent-Interlingua Architecture for Bidirectional Brain-to-Brain Communication: Personalized Neural Codecs over a Shared Semantic Channel
  2026 · 仿生智能 · This conceptual position paper proposes a theoretical architecture for direct brain-to-brain communication that does not transmit raw neural activity between individuals. Because neural representations are private and no…
• A Latent-Interlingua Architecture for Bidirectional Brain-to-Brain Communication: Personalized Neural Codecs over a Shared Semantic Channel
  2026 · 仿生智能 · This conceptual position paper proposes a theoretical architecture for direct brain-to-brain communication that does not transmit raw neural activity between individuals. Because neural representations are private and no…
• Derivation of the Operating Mechanism of Intelligent Agents
  2026 · 具身智能 · This paper proposes a theoretical framework for the operating mechanism of intelligent agents, including humans and artificial systems. Starting from the first principles of information interaction, it redefines informat…
• Derivation of the Operating Mechanism of Intelligent Agents
  2026 · 具身智能 · This paper proposes a theoretical framework for the operating mechanism of intelligent agents, including humans and artificial systems. Starting from the first principles of information interaction, it redefines informat…
• Distinction Theory: A General Theory of Finite Systems
  2026 · 具身智能 · Distinction Theory: A General Theory of Finite SystemsFrom the First Distinction to Dissipation, Life, Intelligence, Artificial Agency, and Civilizational CollapseClaim-Space Timestamp Edition — May 2026 Official website…
• Distributed Macro-Entropy Inspection and Socio-Spatial Network Architecture: A Parallel Multi-Core Framework for Mitigating Model Collapse and Securing Low-Energy Human-AI Symbiosis (Version 7.5.0)
  2026 · 具身智能 · This paper introduces a comprehensive, multi-layered framework designed to mitigate generative Model Collapse while anchoring human-AI interactive safety within sustainable thermodynamic and sociological boundaries. Mode…
• Distributed Macro-Entropy Inspection and Socio-Spatial Network Architecture: A Parallel Multi-Core Framework for Mitigating Model Collapse and Securing Low-Energy Human-AI Symbiosis (Version 7.5.0)
  2026 · 具身智能 · This paper introduces a comprehensive, multi-layered framework designed to mitigate generative Model Collapse while anchoring human-AI interactive safety within sustainable thermodynamic and sociological boundaries. Mode…
• Distinction Theory: A General Theory of Finite Systems
  2026 · 具身智能 · Distinction Theory: A General Theory of Finite SystemsFrom the First Distinction to Dissipation, Life, Intelligence, Artificial Agency, and Civilizational CollapseClaim-Space Timestamp Edition — May 2026 Official website…
• Distinction Theory: A Theory of Invariants in Finite Systems
  2026 · 具身智能 · Distinction Theory: A General Theory of Finite SystemsFrom the First Distinction to Dissipation, Life, Intelligence, Artificial Agency, and Civilizational Collapseformerly The Physics of NecessityClaim-Space Timestamp Ed…
• Structural Emergence of Intelligence (SEI) v1.0: A Minimal and Falsifiable Framework for Predicting the Spatial Distribution of Intelligent Life
  2026 · 地外科学 · We present a minimal and falsifiable framework for predicting the spatial distribution of intelligent life in the universe based on structural differentiation. In this framework, intelligence is not treated as a biologic…
• Structural Emergence of Intelligence (SEI) v1.0: A Minimal and Falsifiable Framework for Predicting the Spatial Distribution of Intelligent Life
  2026 · 地外科学 · We present a minimal and falsifiable framework for predicting the spatial distribution of intelligent life in the universe based on structural differentiation. In this framework, intelligence is not treated as a biologic…
• Structural Emergence of Intelligence (SEI) v1.3.1: A Unified Structural Framework for Intelligence Across Galaxies, Planets, and Artificial Systems
  2026 · 地外科学 · We present SEI v1.3.1 (Structural Emergence of Intelligence), a minimal and falsifiable framework that unifies the emergence of intelligence across natural and artificial systems. In SEI, intelligence is not treated as a…
• Structural Emergence of Intelligence (SEI) v1.3.1: A Unified Structural Framework for Intelligence Across Galaxies, Planets, and Artificial Systems
  2026 · 地外科学 · We present SEI v1.3.1 (Structural Emergence of Intelligence), a minimal and falsifiable framework that unifies the emergence of intelligence across natural and artificial systems. In SEI, intelligence is not treated as a…
• A Framework for Structural Geometric Convergence Between Human DNA and Neural Networks: Integrating Cell-Published Chromatin Data with Independent Empirical Measurements
  2026 · 地外科学 · This work presents the first systematic framework for comparing structural organization patterns between human chromatin architecture and artificial neural networks. By integrating recently published MCCu (Micro Capture-…
• A Framework for Structural Geometric Convergence Between Human DNA and Neural Networks: Integrating Cell-Published Chromatin Data with Independent Empirical Measurements
  2026 · 地外科学 · This work presents the first systematic framework for comparing structural organization patterns between human chromatin architecture and artificial neural networks. By integrating recently published MCCu (Micro Capture-…
• A Framework for Structural Geometric Convergence Between Human DNA and Neural Networks: Integrating Cell-Published Chromatin Data with Independent Empirical Measurements
  2026 · 地外科学 · This work presents the first systematic framework for comparing structural organization patterns between human chromatin architecture and artificial neural networks. By integrating recently published MCCu (Micro Capture-…
• On Prime Numbers: Generation and Encoding
  2026 · 生命科学 · *V13 Note: Prime Numbers* *This will be the final entry for this series. This document covers Prime numbers and their encoding. I'll let the work speak for itself now. Please let's all treat one another better and work t…
• On Prime Numbers: Generation and Encoding
  2026 · 生命科学 · *V13 Note: Prime Numbers* *This will be the final entry for this series. This document covers Prime numbers and their encoding. I'll let the work speak for itself now. Please let's all treat one another better and work t…
• The Repair Inequality: A General Accounting Law for Persistence Under Selection
  2026 · 生命科学 · Darwinian natural selection is usually formulated in biological terms: heritable variation, differential survival, and reproduction. This paper proposes a more primitive mathematical form. Any persistent structure must w…
• The Repair Inequality: A General Accounting Law for Persistence Under Selection
  2026 · 生命科学 · Darwinian natural selection is usually formulated in biological terms: heritable variation, differential survival, and reproduction. This paper proposes a more primitive mathematical form. Any persistent structure must w…
• Beyond Prompting: Staring at the Sun (Infrastructure Edition)
  2026 · 新能源 · Beyond Prompting: Staring at the Sun (Infrastructure Edition) addresses the institutional challenge of integrating AI into high-stakes sectors - energy, infrastructure, regulatory, and policy work where AI-generated outp…
• Beyond Prompting: Staring at the Sun (Infrastructure Edition)
  2026 · 新能源 · Beyond Prompting: Staring at the Sun (Infrastructure Edition) addresses the institutional challenge of integrating AI into high-stakes sectors — energy, infrastructure, regulatory, and policy work where AI-generated outp…
• A Different Theory of Machine Intelligence: The Cagliostro Bound on Cognitive Diversity in Federated AI Systems
  2026 · 隐私计算与数据要素 · The dominant theory of machine intelligence holds that capability is a function of scale: more parameters, more compute, and more data produce more capable systems. This paper proposes a different theory — one grounded i…
• A Different Theory of Machine Intelligence: The Cagliostro Bound on Cognitive Diversity in Federated AI Systems
  2026 · 隐私计算与数据要素 · The dominant theory of machine intelligence holds that capability is a function of scale: more parameters, more compute, and more data produce more capable systems. This paper proposes a different theory — one grounded i…
• Theory of Everything using Recursive Harmonic Codex, Base Complete Mathematics and Kosmoplex findings
  2026 · 量子计算 · This paper is in several parts – we start by asking any modern model about a Theory Of Everything.The results of one is found below – but most give very similar results.After that we introduce the bulk of the papers, whe…
• Theory of Everything using Recursive Harmonic Codex, Base Complete Mathematics and Kosmoplex findings
  2026 · 量子计算 · This paper is in several parts – we start by asking any modern model about a Theory Of Everything.The results of one is found below – but most give very similar results.After that we introduce the bulk of the papers, whe…
• Optimal Information Efficiency in the Primorial Sieve and its Convergence with a Physical Constant Ropt = 1/(6 log2 3) = ln 2/(6 ln 3) ≈ 0.105155
  2026 · 量子材料 · Abstract of the article We define a Return on Investment (ROI) functional for the primorial sieve of Eratosthenes, quantifying the marginal selectivity gain per additional bit of descriptive complexity. We prove that the…
• Optimal Information Efficiency in the Primorial Sieve and its Convergence with a Physical Constant Ropt = 1/(6 log2 3) = ln 2/(6 ln 3) ≈ 0.105155
  2026 · 量子材料 · Abstract of the article We define a Return on Investment (ROI) functional for the primorial sieve of Eratosthenes, quantifying the marginal selectivity gain per additional bit of descriptive complexity. We prove that the…
• The Latent Space Contraction Hypothesis (LSCH): Intrinsic Dimensionality, Compression, and Representational Limits in Large Language Models
  2026 · 量子材料 · Abstract (English) Large Language Models (LLMs) currently rely on extremely high-dimensional latent representations and massive overparameterization to achieve state-of-the-art performance. While empirically effective, t…
• The Latent Space Contraction Hypothesis (LSCH): Intrinsic Dimensionality, Compression, and Representational Limits in Large Language Models
  2026 · 量子材料 · Abstract (English) Large Language Models (LLMs) currently rely on extremely high-dimensional latent representations and massive overparameterization to achieve state-of-the-art performance. While empirically effective, t…
• The Latent Space Contraction Hypothesis (LSCH): Intrinsic Dimensionality, Compression, and Representational Limits in Large Language Models
  2026 · 量子材料 · Abstract (English) Large Language Models (LLMs) currently rely on extremely high-dimensional latent representations and massive overparameterization to achieve state-of-the-art performance. While empirically effective, t…
• Theory of Everything using Recursive Harmonic Codex, Base Complete Mathematics and Kosmoplex findings
  2026 · 机器人零部件 · This paper is in several parts – we start by asking any modern model about a Theory Of Everything.The results of one is found below – but most give very similar results.After that we introduce the bulk of the papers, whe…
• Theory of Everything using Recursive Harmonic Codex, Base Complete Mathematics and Kosmoplex findings
  2026 · 机器人零部件 · This paper is in several parts – we start by asking any modern model about a Theory Of Everything.The results of one is found below – but most give very similar results.After that we introduce the bulk of the papers, whe…
• Theory of Everything using Recursive Harmonic Codex, Base Complete Mathematics and Kosmoplex findings
  2026 · 合成生物与生物制造 · This paper is in several parts – we start by asking any modern model about a Theory Of Everything.The results of one is found below – but most give very similar results.After that we introduce the bulk of the papers, whe…
• Theory of Everything using Recursive Harmonic Codex, Base Complete Mathematics and Kosmoplex findings
  2026 · 合成生物与生物制造 · This paper is in several parts – we start by asking any modern model about a Theory Of Everything.The results of one is found below – but most give very similar results.After that we introduce the bulk of the papers, whe…
• Dynamics of Information Convergence: Empirical Analysis of Time Density in the AI-Centered Infosphere
  2026 · 合成生物与生物制造 · This paper introduces novel information-theoretic metrics to analyze the temporal dynamics of complexity extraction in artificial intelligence systems. We define time density (Td) as the ratio of extracted effective comp…
• Dynamics of Information Convergence: Empirical Analysis of Time Density in the AI-Centered Infosphere
  2026 · 合成生物与生物制造 · This paper introduces novel information-theoretic metrics to analyze the temporal dynamics of complexity extraction in artificial intelligence systems. We define time density (Td) as the ratio of extracted effective comp…
• Distinction Theory: A General Theory of Finite Systems
  2026 · 合成生物与生物制造 · Distinction Theory: A General Theory of Finite SystemsFrom the First Distinction to Dissipation, Life, Intelligence, Artificial Agency, and Civilizational CollapseClaim-Space Timestamp Edition — May 2026 Official website…
• Fractal Vector Geometry — Signal True Always True (White Paper)
  2025 · 量子材料 · # Fractal Vector Geometry — The Coherence Hypothesis (v3.0, 2025)**Author:** Mathieu Roy (MIA Project) **ORCID:** [0009-0005-4098-0319](https://orcid.org/0009-0005-4098-0319) **License:** CC-BY 4.0 International **Relate…
• Fractal Vector Geometry — Signal True Always True (White Paper)
  2025 · 量子材料 · # Fractal Vector Geometry — The Coherence Hypothesis (v3.0, 2025)**Author:** Mathieu Roy (MIA Project) **ORCID:** [0009-0005-4098-0319](https://orcid.org/0009-0005-4098-0319) **License:** CC-BY 4.0 International **Relate…
• The Unifying Information Field (UIF) Paper V — Energy and the Potential Field
  2025 · 量子材料 · This paper extends the Unifying Information Field (UIF) framework to describe energy as an emergent property of informational potential within the collapse–return field. Building on the operator grammar developed in UIF …
• The Unifying Information Field (UIF) Paper V — Energy and the Potential Field
  2025 · 量子材料 · This paper extends the Unifying Information Field (UIF) framework to describe energy as an emergent property of informational potential within the collapse–return field. Building on the operator grammar developed in UIF …
• The Unifying Information Field (UIF) Paper I — Core Theory
  2025 · 量子材料 · The Unifying Information Field (UIF) models reality as a collapse–return informational field in which informational difference (ΔI) is conserved and redistributed through recursive coupling (λR) within a finite substrate…
• The Unifying Information Field (UIF) Paper I — Core Theory
  2025 · 量子材料 · The Unifying Information Field (UIF) models reality as a collapse–return informational field in which informational difference (ΔI) is conserved and redistributed through recursive coupling (λR) within a finite substrate…
• Fractal Vector Geometry — Signal True Always True (White Paper)
  2025 · 量子材料 · # Fractal Vector Geometry — The Coherence Hypothesis (v2.0, 2025)**Author:** Mathieu Roy (MIA Project) **ORCID:** [0009-0005-4098-0319](https://orcid.org/0009-0005-4098-0319) **License:** CC-BY 4.0 International **Relate…

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