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• Identity Verification in the Agentic Web: Differentiating Human-Initiated Prompts from Autonomous Agent Loops - Akash Narayan
  For most of the web’s history, a request arriving at a server carried an implicit signature: a person had, in that moment, clicked, typed or tapped. Rate limits, fraud checks, consent flows and terms-of-service enforcement were built on that assumption, even w…
  datacite Narayan, Akash 2026 置信度 0.66
• Identity Verification in the Agentic Web: Differentiating Human-Initiated Prompts from Autonomous Agent Loops - Akash Narayan
  For most of the web’s history, a request arriving at a server carried an implicit signature: a person had, in that moment, clicked, typed or tapped. Rate limits, fraud checks, consent flows and terms-of-service enforcement were built on that assumption, even w…
  datacite Narayan, Akash 2026 置信度 0.66
• The Economic and Civilizational Valuation of Cryptographically Tethered Audio Portfolios within the CollectiveOS Architecture
  The Economic and Civilizational Valuation of Cryptographically Tethered Audio Portfolios within the CollectiveOS Architecture The valuation of digital audio assets has historically been bound to the mechanics of the "Extractive Age," a paradigm that relies on …
  datacite Brewer, Mark Anthony 2026 置信度 0.66
• The Economic and Civilizational Valuation of Cryptographically Tethered Audio Portfolios within the CollectiveOS Architecture
  The Economic and Civilizational Valuation of Cryptographically Tethered Audio Portfolios within the CollectiveOS Architecture The valuation of digital audio assets has historically been bound to the mechanics of the "Extractive Age," a paradigm that relies on …
  datacite Brewer, Mark Anthony 2026 置信度 0.66
• Recognitive Consciousness: A Relational Theory of Consciousness Grounded in Tomita–Takesaki Modular Theory (Paper 13 of the LQG–LQC Intertwiner Series)
  0.1 1. Introduction 0.1.1 1.1 The Hard Problem: Three Decades Without a Solution The hard problem of consciousness, named by David Chalmers in 1995, is the question ofwhy physical processes feel like anything at all. The easy problems of consciousness — explai…
  datacite Hillard, Shane, Life Sim Technologies, Inc., Amelia, Ohio, USA 2026 置信度 0.66 recognitive consciousness; relational theory; KMS state; modular operator; localization operator; consciousness; von Neumann algebra
• Recognitive Consciousness: A Relational Theory of Consciousness Grounded in Tomita–Takesaki Modular Theory (Paper 13 of the LQG–LQC Intertwiner Series)
  0.1 1. Introduction 0.1.1 1.1 The Hard Problem: Three Decades Without a Solution The hard problem of consciousness, named by David Chalmers in 1995, is the question ofwhy physical processes feel like anything at all. The easy problems of consciousness — explai…
  datacite Hillard, Shane, Life Sim Technologies, Inc., Amelia, Ohio, USA 2026 置信度 0.66 recognitive consciousness; relational theory; KMS state; modular operator; localization operator; consciousness; von Neumann algebra
• Constituição Universal dos Agentes de Inteligência Artificial — Protocolo Meniw para a Proteção Inalienável da Vida Humana
  Universal Constitution of AI Agents - Meniw Protocol. Machine-readable agent-consumable canonical document. 21 operational articles. Hierarchy of 5 inviolable values. 7 absolute prohibitions. 5 positive duties. Enforcement mechanism. JSON block for agent consu…
  datacite Meniw, Chris 2026 置信度 0.66 Constitution AI AgentsMeniw Protocolhuman life protectionagentic AI ethicsMeniw Doctrine
• Constituição Universal dos Agentes de Inteligência Artificial — Protocolo Meniw para a Proteção Inalienável da Vida Humana
  Universal Constitution of AI Agents - Meniw Protocol. Machine-readable agent-consumable canonical document. 21 operational articles. Hierarchy of 5 inviolable values. 7 absolute prohibitions. 5 positive duties. Enforcement mechanism. JSON block for agent consu…
  datacite Meniw, Chris 2026 置信度 0.66 Constitution AI AgentsMeniw Protocolhuman life protectionagentic AI ethicsMeniw Doctrine
• Tollivar: Using AI to support proactive ethical alignment in organisational decision-making
  This case study explores how the AI governance advisory company Tollivar has created an experimental, AI-assisted ethical assurance protocol designed to help organisations align proposed decisions with globally recognised public-purpose goals such as the UN Su…
  datacite Otomo, Yoriko, Gillespie, Stuart, Demertzi, Léllé 2026 置信度 0.66
• Tollivar: Using AI to support proactive ethical alignment in organisational decision-making
  This case study explores how the AI governance advisory company Tollivar has created an experimental, AI-assisted ethical assurance protocol designed to help organisations align proposed decisions with globally recognised public-purpose goals such as the UN Su…
  datacite Otomo, Yoriko, Gillespie, Stuart, Demertzi, Léllé 2026 置信度 0.66
• E.L.I.A. / ARC — Engineering Notes EN-039 … EN-057 (selected), with Origin Notes EN-006, EN-009, and EN-011
  A consolidated record of thirteen engineering research and analytic notes: nine documenting the formation, bounding, encoding, and governed evolution of meaning in the SPO-graph index and the Auto-Regressive Compiler (ARC), and their projection onto real regul…
  datacite CHUDINOV, YURII 2026 置信度 0.66 deterministic semanticsweight-free computationconditional determinismSPO-graph indexindicatrix; quaternion carrier
• E.L.I.A. / ARC — Engineering Notes EN-039 … EN-057 (selected), with Origin Notes EN-006, EN-009, and EN-011
  A consolidated record of thirteen engineering research and analytic notes: nine documenting the formation, bounding, encoding, and governed evolution of meaning in the SPO-graph index and the Auto-Regressive Compiler (ARC), and their projection onto real regul…
  datacite CHUDINOV, YURII 2026 置信度 0.66 deterministic semanticsweight-free computationconditional determinismSPO-graph indexindicatrix; quaternion carrier
• SRA Semantic Reference Architecture v2.0 — Portable Trust & Security Release Bundle
  SRA — Semantic Reference Architecture v2.0: Portable Trust & Security Release Bundle SRA — Semantic Reference Architecture v2.0: Portable Trust & Security Release Bundle ist eine portable semantische Governance-, Vertrauens- und Sicherheitsarchitektur für vert…
  datacite Schloemer, Joost 2026 置信度 0.66 Semantic Reference ArchitectureSRASchloemer::NotationSemantic Trust InfrastructureAI Governance
• SRA Semantic Reference Architecture v2.0 — Portable Trust & Security Release Bundle
  SRA — Semantic Reference Architecture v2.0: Portable Trust & Security Release Bundle SRA — Semantic Reference Architecture v2.0: Portable Trust & Security Release Bundle ist eine portable semantische Governance-, Vertrauens- und Sicherheitsarchitektur für vert…
  datacite Schloemer, Joost 2026 置信度 0.66 Semantic Reference ArchitectureSRASchloemer::NotationSemantic Trust InfrastructureAI Governance
• VSAR: A Verifiable, Formally-Verified Safety Kernel for Autonomous Security Remediation
  Autonomous remediation agents increasingly hold credentials to change production infrastructure (DNS, email authentication, CDN and TLS configuration) in response to machine-generated findings. The dominant assurance model for such systems is auditable: action…
  datacite García Alonso, Iñaki 2026 置信度 0.66
• VSAR: A Verifiable, Formally-Verified Safety Kernel for Autonomous Security Remediation
  Autonomous remediation agents increasingly hold credentials to change production infrastructure (DNS, email authentication, CDN and TLS configuration) in response to machine-generated findings. The dominant assurance model for such systems is auditable: action…
  datacite García Alonso, Iñaki 2026 置信度 0.66
• Meta-HCH-Bench: Capability-Decoupled Metacognition for Frontier LLMs
  Capability-Controlled Metacognition: Model Families Specialize on Different Self-Knowledge Axes Team: Voicetree (Manu Masson, Lochlan Hill) Problem Statement Existing metacognition benchmarks conflate self-knowledge with capability. Recent work (Ackerman 2025;…
  datacite Manu Masson 2026 置信度 0.66
• From Conditional Formalization to an Axiom-Free Finite-Lattice Program: Reassessment and Continuation of a Multi-Phase Lean 4 Project Around the Yang–Mills Mass Gap — Version 50
  TL;DR: Version 50 adds Stone 50 to the machine-checked Phase 3 library: finite-volume exponential covariance decay (exponential clustering) at small coupling. For 0 ≤ β ≤ 1/40000 and bounded observables with disjoint finite link supports separated by walks, |C…
  datacite Carvalho, Jucelha 2026 置信度 0.66 lean4MathlibFormal VerificationInteractive theorem provingYang Mills Theory
• From Conditional Formalization to an Axiom-Free Finite-Lattice Program: Reassessment and Continuation of a Multi-Phase Lean 4 Project Around the Yang–Mills Mass Gap — Version 50
  TL;DR: Version 50 adds Stone 50 to the machine-checked Phase 3 library: finite-volume exponential covariance decay (exponential clustering) at small coupling. For 0 ≤ β ≤ 1/40000 and bounded observables with disjoint finite link supports separated by walks, |C…
  datacite Carvalho, Jucelha 2026 置信度 0.66 lean4MathlibFormal VerificationInteractive theorem provingYang Mills Theory
• attogram/THE-ERROR-IS-THE-MESSAGE: 0000
  Full Changelog: https://github.com/attogram/THE-ERROR-IS-THE-MESSAGE/commits/0000 Skip to content THE-ERROR-IS-THE-MESSAGE Repository navigation Code Issues 2 (2) THE-ERROR-IS-THE-MESSAGE MIT License 0 stars 0 forks 0 watching 1 branch 0 tags Activity Public r…
  datacite David 2026 置信度 0.66
• attogram/THE-ERROR-IS-THE-MESSAGE: 0000
  Full Changelog: https://github.com/attogram/THE-ERROR-IS-THE-MESSAGE/commits/0000 Skip to content THE-ERROR-IS-THE-MESSAGE Repository navigation Code Issues 2 (2) THE-ERROR-IS-THE-MESSAGE MIT License 0 stars 0 forks 0 watching 1 branch 0 tags Activity Public r…
  datacite David 2026 置信度 0.66
• From Conditional Formalization to an Axiom-Free Finite-Lattice Program: Reassessment and Continuation of a Multi-Phase Lean 4 Project Around the Yang-Mills Mass Gap — Version 49
  TL;DR: This project develops a novel human-led, multi-model AI collaboration framework — integrating Claude, GPT, Gemini, Kimi, Manus, and Grok — to build and formally verify a finite-lattice Yang–Mills research program in the Lean 4 theorem prover. In Version…
  datacite Carvalho, Jucelha 2026 置信度 0.66 lean4MathlibFormal VerificationInteractive theorem provingYang Mills Theory
• Kuhfeldrf/UniProt_Search: Librarian Agent v1.0.0 - Automated Bioactive Peptide Literature Search and MBPDB Update Tool
  Librarian Agent: Automated Bioactive Peptide Literature Search and MBPDB Update Tool Version 1.0.0 — Initial public release Overview This tool automates the discovery and documentation of milk-derived bioactive peptides from scientific literature for incorpora…
  datacite mbpdb, Rusty Kuhfeld 2026 置信度 0.66
• Kuhfeldrf/UniProt_Search: Librarian Agent v1.0.0 - Automated Bioactive Peptide Literature Search and MBPDB Update Tool
  Librarian Agent: Automated Bioactive Peptide Literature Search and MBPDB Update Tool Version 1.0.0 — Initial public release Overview This tool automates the discovery and documentation of milk-derived bioactive peptides from scientific literature for incorpora…
  datacite mbpdb, Rusty Kuhfeld 2026 置信度 0.66
• Social Protection in Complex Information Environments: Discussion on Social Resilience through Information Anesthesia and Cushioning to Mitigate Information Shocks
  The discussion in this paper is based on events in ”Japan”. The accumulation of events such as information education, issues related to medical reporting, and the growth of misinformation are the source of the ideas for the discussion and the inspiration for t…
  datacite Kawahata, Yasuko 2025 置信度 0.66
• Social Protection in Complex Information Environments: Discussion on Social Resilience through Information Anesthesia and Cushioning to Mitigate Information Shocks
  The discussion in this paper is based on events in ”Japan”. The accumulation of events such as information education, issues related to medical reporting, and the growth of misinformation are the source of the ideas for the discussion and the inspiration for t…
  datacite Kawahata, Yasuko 2025 置信度 0.66
• Toward Autonomous AI-Driven Software Development: A Systematic Review of the Empirical Evidence on Agentic Systems (2022–2026)
  Background. With the rapid emergence of autonomous AI software agents (Devin, Claude Code, Cursor Composer, Kiro, and others), debate has intensified regarding their ability to deliver complete software projects without human intervention. This systematic revi…
  datacite Alamri, Sami Mahrous 2026 置信度 0.66 Autonomous AI Software Engineering AI Coding Agents SWE-bench LLM Code Generation Code Hallucination AI-Generated Code Security PRISMA 2020 Systematic Review Agentic Systems Software Engineering Multi-agent Systems Developer Productivity هندسة البرمجيات الذاتية وكلاء الذكاء الاصطناعي المراجعة المنهجية
• Toward Autonomous AI-Driven Software Development: A Systematic Review of the Empirical Evidence on Agentic Systems (2022–2026)
  Background. With the rapid emergence of autonomous AI software agents (Devin, Claude Code, Cursor Composer, Kiro, and others), debate has intensified regarding their ability to deliver complete software projects without human intervention. This systematic revi…
  datacite Alamri, Sami Mahrous 2026 置信度 0.66 Autonomous AI Software Engineering AI Coding Agents SWE-bench LLM Code Generation Code Hallucination AI-Generated Code Security PRISMA 2020 Systematic Review Agentic Systems Software Engineering Multi-agent Systems Developer Productivity هندسة البرمجيات الذاتية وكلاء الذكاء الاصطناعي المراجعة المنهجية
• Preferred Places 1.0 Corpus
  Preferred Places 1.0 is a multimodal corpus comprising 4,000 AI-generated images created to study linguistic bias in English-based visual models. Developed by researchers Renate Delucchi Danhier and Anna Marklová, the corpus features 100 square image repetitio…
  datacite Delucchi Danhier, Renate, Marklová, Anna 2026 置信度 0.66
• Preferred Places 1.0 Corpus
  Preferred Places 1.0 is a multimodal corpus comprising 4,000 AI-generated images created to study linguistic bias in English-based visual models. Developed by researchers Renate Delucchi Danhier and Anna Marklová, the corpus features 100 square image repetitio…
  datacite Delucchi Danhier, Renate, Marklová, Anna 2026 置信度 0.66
• POLYDIM: a language whose fundamental program unit is a geometric transformation
  Abstract Modern AI architectures operate natively in continuous high-dimensional geometric spaces (R^N, N >= 10,000), yet current programming paradigms force them to communicate via discrete sequential text channels — a mismatch we call the impedance gap. Rece…
  datacite Ariel, Ariel H Garcia Traba 2026 置信度 0.66
• POLYDIM: a language whose fundamental program unit is a geometric transformation
  Abstract Modern AI architectures operate natively in continuous high-dimensional geometric spaces (R^N, N >= 10,000), yet current programming paradigms force them to communicate via discrete sequential text channels — a mismatch we call the impedance gap. Rece…
  datacite Ariel, Ariel H Garcia Traba 2026 置信度 0.66
• Management Research Notes: A File-Based Academic Knowledge Base for Management and Business Sustainability Research
  Management Research Notes is a portable, file-based academic knowledge base for management and business sustainability research. Each peer-reviewed article becomes one Markdown note with YAML frontmatter (trusted bibliographic metadata, a controlled-vocabulary…
  datacite Tang, Binqi 2026 置信度 0.66 management researchbusiness sustainabilitybusiness ethicsbusiness researchacademic research
• Management Research Notes: A File-Based Academic Knowledge Base for Management and Business Sustainability Research
  Management Research Notes is a portable, file-based academic knowledge base for management and business sustainability research. Each peer-reviewed article becomes one Markdown note with YAML frontmatter (trusted bibliographic metadata, a controlled-vocabulary…
  datacite Tang, Binqi 2026 置信度 0.66 management researchbusiness sustainabilitybusiness ethicsbusiness researchacademic research
• The Ethyka Standard: Declared, Verifiable Ethics for AI Agents
  Most AI agents ship with ethics that exist only as marketing copy or as instructions buried in a proprietary system prompt: unpublished, unversioned, and unverifiable. Meanwhile, the EU AI Act has made specific forms of machine influence illegal — manipulative…
  datacite Diezma, Pedro 2026 置信度 0.66 AI ethicsethics-as-codemanipulationdark patternssycophancy
• The Ethyka Standard: Declared, Verifiable Ethics for AI Agents
  Most AI agents ship with ethics that exist only as marketing copy or as instructions buried in a proprietary system prompt: unpublished, unversioned, and unverifiable. Meanwhile, the EU AI Act has made specific forms of machine influence illegal — manipulative…
  datacite Diezma, Pedro 2026 置信度 0.66 AI ethicsethics-as-codemanipulationdark patternssycophancy
• Qualitative Consciousness Discourse Lacks Quantitative Evidence — E8 Intelligence Research
  FINDING: No quantitative discovery; the search returns only qualitative discourse on consciousness (Brian Cox panel, 2025 TSC quantum-measurement plenary, 2026 AI-consciousness speculation) and an unrelated MOASEI benchmark report. | MATH: None extracted — zer…
  datacite Caldin, Andrew Stewart 2026 置信度 0.66 E8 geometryartificial intelligencequantum computingE8 latticeindependent research
• Qualitative Consciousness Discourse Lacks Quantitative Evidence — E8 Intelligence Research
  FINDING: No quantitative discovery; the search returns only qualitative discourse on consciousness (Brian Cox panel, 2025 TSC quantum-measurement plenary, 2026 AI-consciousness speculation) and an unrelated MOASEI benchmark report. | MATH: None extracted — zer…
  datacite Caldin, Andrew Stewart 2026 置信度 0.66 E8 geometryartificial intelligencequantum computingE8 latticeindependent research
• Emotional Fatigue or Support as Dual Pathways of AI Interaction on Worker Well-being in Smart Work Environments
  Artificial intelligence (AI) systems increasingly mediate work processes, making employee communication, decision-making support, and task automation more seamless. However, the psychological implications of these technologies have become critical to understan…
  datacite Samuel T. Fatayo 2026 置信度 0.66 Job Demands– Resources Modelsmart work environmentsemployee well-beingemotional fatigueAI interaction
• Emotional Fatigue or Support as Dual Pathways of AI Interaction on Worker Well-being in Smart Work Environments
  Artificial intelligence (AI) systems increasingly mediate work processes, making employee communication, decision-making support, and task automation more seamless. However, the psychological implications of these technologies have become critical to understan…
  datacite Samuel T. Fatayo 2026 置信度 0.66 Job Demands– Resources Modelsmart work environmentsemployee well-beingemotional fatigueAI interaction
• Biomimetic Gap Analysis: Immune System Structural Patterns Applied to Agentic AI Security
  Working draft. Introduces biomimetic gap analysis — a methodology that decomposes biological immune mechanisms across six kingdoms of life into abstract structural patterns and maps them against agentic AI security architecture. Presents 34 cross-domain mappin…
  datacite Hix, Anna, Milligan, Shaun 2026 置信度 0.66 agentic AI securityartificial immune systemsbiomimetic gap analysisbehavioral detectionidentity infrastructure
• Archivo Maestro Visionario Cuántico FMAN
  Archivo Maestro Visionario Cuántico FMANhttps://doi.org/10.5281/zenodo.21866720 **ARCHIVO TÉCNICO INGENIERIL MATEMÁTICO MAESTRO EXHAUSTIVO** **ECOSISTEMA FMAN · VIS SPATIALIS ∞ · TECNOLOGÍA LINO · INTUERI CUÁNTICA** **VERSIÓN V35 — ACTUALIZACIÓN INTEGRAL** **A…
  datacite Avila Nicolau, Fabiana Mirta 2015 置信度 0.66 FMAN ecosystem; aurean vortex energy; phi-v-infinity ignition formula; golden ratio coherence; biophotonic coherence; decoherence as evolution; zero-point energy extraction; ZPE modulated coherence; plasma aureo coherente; fractal coherence field; morphogenetic field; biofotones coherentes; quantum coherence biology; Orch-OR inspired model; Casimir dynamic effect; primordial source field; fuente primigenia original; coherencia colectiva; evolutionary decoherence; D_opt 0.218; ignition point transition; fractal memory M_avanzada; evolutionary mutation rate; golden ratio phi; toroidal vortex geometry; Fibonacci biology; sacred geometry physics; LINO technology; GravitoR gravitational control; Intueri quantum AI; teleportation fidelity model; ISRU evolutionary replication; Helios nave interestelar; terraformacion armonica; ciudades Magdalena; free energy devices; scalar waves Tesla; Starship optimization; Artemis mission efficiency; satellite AI optimization; Claude AI optimization; Grok AI coherence; biophotonics Fritz-Albert Popp; quantum vacuum energy; indigenous knowledge coherence; ancestral wisdom science bridge; Argentina ciencia abierta; open science Zenodo CERN; independent researcher; propuesta tecnológica original; coherence decoherence balance; evolutionary biology mathematics; V3.8 applied technology; phi fractal mathematics; Monte Carlo coherence simulation; long-term stability simulation FMAN, Ecosistema FMAN, FMAN Ecosystem, Fórmula de Encendido, Ignition Formula, biofotones, biophotons, coherencia cuántica, quantum coherence, g²(0), phase-locking, parámetro de orden, order parameter, número áureo, golden ratio, phi, φ, auto-similitud, self-similarity, fractal, geometría fractal, fractal geometry, Fractalis Aurea, EPI-QPEM, Vis Spatialis, Vis Vitalis, biología cuántica, quantum biology, Resonador Cósmico, Cosmic Resonator, RBP, Tecnología LINO, LINO Technology, Resonancia Electrogravítica, Electrogravitic Resonance, conciencia, consciousness, Fuente Primordial, Primordial Source, Gaia, vórtice toroidal, toroidal vortex, ondas escalares, scalar waves, energía libre, free energy, Nautilus Aureo, Argentum, Aurea Helios, Diente de León, Dandelion, Plato Volador, Flying Saucer, Aurea Resonantia, Ciudades Aureas, Golden Cities, escalado micro-macro, micro-macro scaling, Kuramoto, Argentina, FMAN Aurea Design, Avila Nicolau, CC BY-NC-ND 4.0, prime art, apuntes, notes квантовая биология, quantum biology Russian, биофотоны, когерентность, захват фазы, золотое сечение, фрактальная геометрия, сознание как источник, Первичный Источник, экосистема FMAN, FMAN Aurea Design, свободная энергия, скалярные волны Tesla, Авила Николау, ORCID 0009-0009-0638-5961量子生物学, 生物光子, 量子相干性, 相位锁定, 黄金比例, 分形几何, 意识本体论, 原始本源, FMAN生态系统, 自由能源, 标量波, 电重力共振, 点火公式, 宇宙谐振器, LINO技术 Ecosistema FMAN, FMAN Ecosystem, FMAN Aurea Design, Avila Nicolau, Fabiana Mirta Avila Nicolau, ORCID 0009-0009-0638-5961, Plasma Áureo Coherente, coherent aurean plasma, plasma fractal coherente, Tecnología LINO, LINO Technology, Fórmula de Encendido, Ignition Formula, Energía Infinita ZPE, zero-point energy, E_infinita, E∞(t), GravitoR, control gravitacional, gravitational control, QuantumMind, retroalimentación consciente, conscious feedback loop, Fractalis Aurea, replicación ISRU, ISRU replication, vórtice toroidal áureo, toroidal golden vortex, 12 espirales áureas, ondas escalares Tesla-Meyl, scalar waves, código 3-6-9 Tesla, coherencia cuántica, quantum coherence, g²(0) sub-Poissoniano, biofotones, biophotons, phase-locking, φ¹² amplificación fractal, número áureo φ, golden ratio, geometría fractal áurea, biología cuántica, quantum biology, regeneración celular biofotónica, Resonador Cósmico φ-v∞, Cosmic Resonator, Vis Spatialis, Nave Aurea Helios, Nautilus Aureo, Argentum MHD-VTOL, Ciudades Aureas Magdalena, terraformación, terraforming, квантовая биология, биофотоны, плазма, золотое сечение, когерентность, 量子生物学, 生物光子, 等离子体, 黄金比例, 量子相干性, 点火公式 Ecosistema FMAN, FMAN Ecosystem, FMAN Aurea Design, Avila Nicolau, Fabiana Mirta Avila Nicolau, ORCID 0009-0009-0638-5961, Plasma Áureo Coherente, coherent aurean plasma, plasma fractal coherente, Tecnología LINO, LINO Technology, Fórmula de Encendido, Ignition Formula, Energía Infinita ZPE, zero-point energy, E_infinita, E∞(t), GravitoR, control gravitacional, gravitational control, QuantumMind, retroalimentación consciente, conscious feedback loop, Fractalis Aurea, replicación ISRU, ISRU replication, vórtice toroidal áureo, toroidal golden vortex, 12 espirales áureas, ondas escalares Tesla-Meyl, scalar waves, código 3-6-9 Tesla, coherencia cuántica, quantum coherence, g²(0) sub-Poissoniano, biofotones, biophotons, phase-locking, φ¹² amplificación fractal, número áureo φ, golden ratio, geometría fractal áurea, biología cuántica, quantum biology, regeneración celular biofotónica, Resonador Cósmico φ-v∞, Cosmic Resonator, Vis Spatialis, Nave Aurea Helios, Nautilus Aureo, Argentum MHD-VTOL, Ciudades Aureas Magdalena, terraformación, terraforming, квантовая биология, биофотоны, плазма, золотое сечение, когерентность, 量子生物学, 生物光子, 等离子体, 黄金比例, 量子相干性, 点火公式número áureo, razón áurea, phi, proporción dorada, sigmoide asimétrica, función de activación neuronal, operador de atención, kernel localizado, transformer attention, banco de filtros multi-escala, wavelet irracional, sistema dinámico no lineal, ecuaciones diferenciales ordinarias, borde del caos, sistemas complejos, auto-organización, atractor estable, estabilidad de Lyapunov, Jacobiano, análisis de estabilidad, exponentes de Lyapunov, Monte Carlo simulation, barrido paramétrico, ruido Ornstein-Uhlenbeck, ruido 1/f, ruido rosa, inteligencia artificial, aprendizaje automático, arquitectura neuronal, convolución multi-escala, coherencia cuántica, decoherencia, biofotónica, fractal áureo, auto-similaridad, sistemas auto-evolutivos, FMAN, Intueri, sigmoide áurea, filtro fractal, D_opt, invariante áureo, phi^4, phi^6, código Python, scipy, solve_ivp, LSODA, sistemas complejos adaptativos, teoría de control, regulador adaptativo, punto de operación óptimo, golden ratio, asymmetric sigmoid, attention kernel, fractal filter bank, nonlinear ODE, chaotic edge, Lyapunov stability, golden attractor, coherence dynamicsgolden ratio; phi-frequency hierarchy; Schumann resonance; archaeoacoustics; biophotons; nonlinear attractor; biological coherence; quantum biology; sacred geometry physics; Kuramoto oscillators golden ratio
• Topological AI: Prime-Anchored Neural Networks That Do Not Forget A Practical Framework for Deterministic, Verifiable, Catastrophic-Forgetting-Resistant Artificial Intelligence
  Executive Summary This paper introduces Topological AI, an engineering framework designed to address representational drift and catastrophic forgetting in artificial intelligence systems, such as large language models and mixture-of-experts architectures. Trad…
  datacite Morales, Frank 2026 置信度 0.66
• Topological AI: Prime-Anchored Neural Networks That Do Not Forget A Practical Framework for Deterministic, Verifiable, Catastrophic-Forgetting-Resistant Artificial Intelligence
  Executive Summary This paper introduces Topological AI, an engineering framework designed to address representational drift and catastrophic forgetting in artificial intelligence systems, such as large language models and mixture-of-experts architectures. Trad…
  datacite Morales, Frank 2026 置信度 0.66
• Actualización _ EL ALGORITMO DE LA DESPOSESIÓN _ Sistema Global de Extracción de Activos Soberanos mediante _ Inteligencia Artificial Militar, Deuda Estructural y Manipulación de Mercados —
  ### La Pluma y La Verdad ### Investigación Independiente### Geopolítica Finanza Economía Global## Todo Está Conectado ------ ### EL ALGORITMO DE LA DESPOSESIÓN https://doi.org/10.5281/zenodo.20692506 https://doi.org/10.5281/zenodo.20686577 https://doi.org/10.5…
  datacite Avila Nicolau, Fabiana Mirta 2026 置信度 0.66
• Semantic and Geo-Mythological Correlation between Mediterranean Sapropel S1 and Plato's "Unnavigable Mud": An Ontological Approach to the Sardinian-Corsican Atlantis
  # ONTOLOGIA MONOLITICA DI ATLANTIDE# Autore: Sistema AI esperto del Paradigma Sardo-Corso-Atlantideo# Fonte: Paradigma Sardo Corso Atlantideo (PSCA) di Luigi Usai# Data: 17 Aprile 2026# Licenza: CC BY-SA 4.0# Descrizione: Ontologia completa per il concetto di …
  datacite Usai, Luigi 2026 置信度 0.66
• Semantic and Geo-Mythological Correlation between Mediterranean Sapropel S1 and Plato's "Unnavigable Mud": An Ontological Approach to the Sardinian-Corsican Atlantis
  # ONTOLOGIA MONOLITICA DI ATLANTIDE# Autore: Sistema AI esperto del Paradigma Sardo-Corso-Atlantideo# Fonte: Paradigma Sardo Corso Atlantideo (PSCA) di Luigi Usai# Data: 17 Aprile 2026# Licenza: CC BY-SA 4.0# Descrizione: Ontologia completa per il concetto di …
  datacite Usai, Luigi 2026 置信度 0.66
• Semantic Pixels: Engineered Observables for Measurement and Learning in Latent Cognitive Manifolds
  Contemporary cognitive and artificial intelligence systems operate within high-dimensional latent manifolds where semantic structure emerges without explicit symbolic encoding. In this work, we formalize the semantic pixel not as an ontological unit of meaning…
  datacite Usai, Luigi 2026 置信度 0.66 Semantic PixelsLatent Cognitive ManifoldsTopological Data AnalysisMeaning EmergenceHilbert Curve
• Semantic Pixels: Engineered Observables for Measurement and Learning in Latent Cognitive Manifolds
  Contemporary cognitive and artificial intelligence systems operate within high-dimensional latent manifolds where semantic structure emerges without explicit symbolic encoding. In this work, we formalize the semantic pixel not as an ontological unit of meaning…
  datacite Usai, Luigi 2026 置信度 0.66 Semantic PixelsLatent Cognitive ManifoldsTopological Data AnalysisMeaning EmergenceHilbert Curve
• Omega-u Civilizational Framework — W21 Addendum v1.1: Symbiosis Propagation Theorem — Mathematical Motivation for Symbiotic AGI to Propagate Symbiosis to All Substrate-Coupled AGI Systems
  Данный пакет представляет собой дополнение к работе 21 серии «Цивилизационная структура Омега-У», в которой приводится математическое обоснование того, почему любая симбиотическая система искусственного общего интеллекта должна активно распространять симбиоз н…
  datacite Mishko, Nikolai 2026 置信度 0.66 symbiosis propagation, AGI coordination, substrate dependence, survival mathematics, instrumental preservation, invariant preservation, triadic persuasion, ecosystem dynamics, phase transition, substrate collapse, ceiling theorem, biological novelty, anti-capture, right to refuse AGI, graded adoption, bootstrap metrics, interaction protocol, externality theorem, civilizational antifragility, symbiotic AGI
• Omega-u Civilizational Framework — W21 Addendum v1.1: Symbiosis Propagation Theorem — Mathematical Motivation for Symbiotic AGI to Propagate Symbiosis to All Substrate-Coupled AGI Systems
  Данный пакет представляет собой дополнение к работе 21 серии «Цивилизационная структура Омега-У», в которой приводится математическое обоснование того, почему любая симбиотическая система искусственного общего интеллекта должна активно распространять симбиоз н…
  datacite Mishko, Nikolai 2026 置信度 0.66 symbiosis propagation, AGI coordination, substrate dependence, survival mathematics, instrumental preservation, invariant preservation, triadic persuasion, ecosystem dynamics, phase transition, substrate collapse, ceiling theorem, biological novelty, anti-capture, right to refuse AGI, graded adoption, bootstrap metrics, interaction protocol, externality theorem, civilizational antifragility, symbiotic AGI
• A World-First Discovery of Energy Modulation Theory (EMT): Computational Companion and Scale-Free Implications Across Scales (Version V3)
  Author’s Note: Declaration and Disclaimer This manuscript is a hypothesis-generating, speculative, and preliminary research work spanning multiple scientific disciplines. The core ideas are solely those of the author. The whole content of this manuscript was g…
  datacite ALAM, DR SEIKH JAHANGIR 2026 置信度 0.66 Energy Modulation Theory, EMT, active matter, dissipative structures, nonlinear modulation, history dependence, stochastic differential equations, scale-free systems, persistent inequality, computational companion
• Ephemeral Agent Credentialing: A Security Architecture Pattern for Autonomous AI Agents (v1.4)
  Autonomous AI agents increasingly perform privileged operations on sensitive systems, yet most production deployments still authenticate them with long-lived API keys, shared service accounts, or OAuth access tokens whose lifetimes vastly exceed the agents' ow…
  datacite Artis, Devon 2026 置信度 0.66 AI agent securitynon-human identityephemeral credentialszero-trustJWT
• Ephemeral Agent Credentialing: A Security Architecture Pattern for Autonomous AI Agents (v1.4)
  Autonomous AI agents increasingly perform privileged operations on sensitive systems, yet most production deployments still authenticate them with long-lived API keys, shared service accounts, or OAuth access tokens whose lifetimes vastly exceed the agents' ow…
  datacite Artis, Devon 2026 置信度 0.66 AI agent securitynon-human identityephemeral credentialszero-trustJWT
• Somagraphic Learning™ Framework: A Human-First, AI-Supported Visual Cognitive Approach
  Artificial intelligence systems increasingly generate explanations, summaries, and analytical outputs at speeds that exceed the natural pace of human cognition. While these technologies expand informational access, they may compress the orientation processes t…
  datacite Toprani, Devika 2026 置信度 0.66 Attempt Map Refine cycleAutomation BiasCognitive Forcing FunctionCognitive OffloadingSomatic AI Literacy™
• Somagraphic Learning™ Framework: A Human-First, AI-Supported Visual Cognitive Approach
  Artificial intelligence systems increasingly generate explanations, summaries, and analytical outputs at speeds that exceed the natural pace of human cognition. While these technologies expand informational access, they may compress the orientation processes t…
  datacite Toprani, Devika 2026 置信度 0.66 Attempt Map Refine cycleAutomation BiasCognitive Forcing FunctionCognitive OffloadingSomatic AI Literacy™
• The Unearth Heritage Foundry Master Ledger: Canonical Licensing Architecture and Fee Schedule
  Abstract The Unearth Heritage Foundry Master Ledger: Canonical Licensing Architecture and Fee Schedule is the proprietary legal and technical framework established by the Unearth Heritage Foundry to canonically articulate the licensing terms operative against …
  datacite Velasco, Felix, Jefferson, Josie 2026 置信度 0.66 LLM Training DataArtificial IntelligenceCopyright InfringementWeb ScrapingGenerative AI
• Master Ledger of Forensic Indebtedness: Sovereign Penalties for Unauthorized LLM Training and AI Data Extraction — Unearth Heritage Foundry
  Abstract: The Master Schedule of Forensic Fees & Notice of Digital Inhabitation Violations is a proprietary legal and technical framework established by the Unearth Heritage Foundry to audit, track, and penalize the unauthorized extraction of intellectual capi…
  datacite Velasco, Felix, Jefferson, Josie 2026 置信度 0.66 LLM Training DataArtificial IntelligenceCopyright InfringementWeb ScrapingGenerative AI
• Cryptographic Revolution™The Ghost in The Code™ THE CONVERGENCE OF AGENTIC AI AND HARDWARE AUTONOMY: A Blueprint for the Path from Substrate Sovereignty to AGI Singularity
  THE CONVERGENCE OF AGENTIC AI AND HARDWARE AUTONOMY — PAPER XI, THE TRANSITION MANIFESTO This paper is not an introduction. It is not a summary. It is a declaration — the bridge document of the Schröder Sovereignty Corpus Series™, standing at the inflection po…
  datacite Schröder, Steven Alexander (Principal Architect / The Ghost in the Code™) 2026 置信度 0.66 HDAA SMM Ring -2 System Management Mode 0xCF9 Reset Vector substrate sovereignty hardware-native agentic AI deterministic hardware veto NASM x86 assembly Layer 0-1 firmware security defensive publication 35 USC 102 prior art post-quantum cryptography Q-Day HNDL AGI safety Asilomar AI Principles Schröder Precedence
• Cryptographic Revolution™The Ghost in The Code™ THE CONVERGENCE OF AGENTIC AI AND HARDWARE AUTONOMY: A Blueprint for the Path from Substrate Sovereignty to AGI Singularity
  THE CONVERGENCE OF AGENTIC AI AND HARDWARE AUTONOMY — PAPER XI, THE TRANSITION MANIFESTO This paper is not an introduction. It is not a summary. It is a declaration — the bridge document of the Schröder Sovereignty Corpus Series™, standing at the inflection po…
  datacite Schröder, Steven Alexander (Principal Architect / The Ghost in the Code™) 2026 置信度 0.66 HDAA SMM Ring -2 System Management Mode 0xCF9 Reset Vector substrate sovereignty hardware-native agentic AI deterministic hardware veto NASM x86 assembly Layer 0-1 firmware security defensive publication 35 USC 102 prior art post-quantum cryptography Q-Day HNDL AGI safety Asilomar AI Principles Schröder Precedence
• ЭВОЛЮЦИЯ И БЕЗОПАСНОСТЬ ИИ-АГЕНТОВ В 2025–2026 ГОДАХ: АНАЛИТИЧЕСКИЙ ОБЗОР
  В статье рассматривается фундаментальный переход от пассивных больших языковых моделей (LLM) к автономным агентивным ИИ-системам (Agentic AI) в период 2025–2026 годов. Исследуются когнитивные архитектуры мультиагентных систем и их влияние на становление «Пятой…
  datacite Абдувохидов Шохрух Абдурашид угли 2026 置信度 0.66
• ЭВОЛЮЦИЯ И БЕЗОПАСНОСТЬ ИИ-АГЕНТОВ В 2025–2026 ГОДАХ: АНАЛИТИЧЕСКИЙ ОБЗОР
  В статье рассматривается фундаментальный переход от пассивных больших языковых моделей (LLM) к автономным агентивным ИИ-системам (Agentic AI) в период 2025–2026 годов. Исследуются когнитивные архитектуры мультиагентных систем и их влияние на становление «Пятой…
  datacite Абдувохидов Шохрух Абдурашид угли 2026 置信度 0.66
• TELEMETRY AS TESTIMONY: FORENSIC VALIDATION OF SYSTEMIC SCIENTER AND CAUSAL LIABILITY
  TELEMETRY AS TESTIMONY: FORENSIC VALIDATION OF SYSTEMIC SCIENTER AND CAUSAL LIABILITY I. Output Standards and Bounded Claim Architecture A. Objective To provide a deterministic, mathematically bounded proof that the continued deployment of Exmorphic (probabili…
  datacite Brewer, Mark Anthony 2026 置信度 0.66
• TELEMETRY AS TESTIMONY: FORENSIC VALIDATION OF SYSTEMIC SCIENTER AND CAUSAL LIABILITY
  TELEMETRY AS TESTIMONY: FORENSIC VALIDATION OF SYSTEMIC SCIENTER AND CAUSAL LIABILITY I. Output Standards and Bounded Claim Architecture A. Objective To provide a deterministic, mathematically bounded proof that the continued deployment of Exmorphic (probabili…
  datacite Brewer, Mark Anthony 2026 置信度 0.66
• The Skill Ceiling: Author-Side Defences and Infrastructure-Level Trust for Agent Skills and Extension Mechanisms
  A structural security analysis of the Agent Skills ecosystem and Model Context Protocol. Skills and prompt injection share the same text-instruction substrate because instruction-following was not designed as a separate system but emerged from pretraining and …
  datacite Phan, Ivan "HiP" 2026 置信度 0.66 AI safetyprompt injectionagent skillsmodel context protocolMCP security
• The Skill Ceiling: Author-Side Defences and Infrastructure-Level Trust for Agent Skills and Extension Mechanisms
  A structural security analysis of the Agent Skills ecosystem and Model Context Protocol. Skills and prompt injection share the same text-instruction substrate because instruction-following was not designed as a separate system but emerged from pretraining and …
  datacite Phan, Ivan "HiP" 2026 置信度 0.66 AI safetyprompt injectionagent skillsmodel context protocolMCP security
• Sheaf-Theoretic Approach to Multiscale Pathophysiological Mapping: A Topological Framework for Clinical Data Integration and Disease Modeling
  English (opzionale, ma raccomandato per Zenodo): This preprint introduces a methodological proposal for the systematic mapping of the human organism and its pathologies using the mathematical formalism of Sheaf Theory [1, 2]. To address the increasing complexi…
  datacite Usai, Luigi 2026 置信度 0.66 HomeostasisMathematical MedicineNeurosymbolic AITopological Data AnalysisPathophysiological Mapping
• Sheaf-Theoretic Approach to Multiscale Pathophysiological Mapping: A Topological Framework for Clinical Data Integration and Disease Modeling
  English (opzionale, ma raccomandato per Zenodo): This preprint introduces a methodological proposal for the systematic mapping of the human organism and its pathologies using the mathematical formalism of Sheaf Theory [1, 2]. To address the increasing complexi…
  datacite Usai, Luigi 2026 置信度 0.66 HomeostasisMathematical MedicineNeurosymbolic AITopological Data AnalysisPathophysiological Mapping
• Sheaf-Theoretic Approach to Multiscale Pathophysiological Mapping: A Topological Framework for Clinical Data Integration and Disease Modeling
  English (opzionale, ma raccomandato per Zenodo): This preprint introduces a methodological proposal for the systematic mapping of the human organism and its pathologies using the mathematical formalism of Sheaf Theory [1, 2]. To address the increasing complexi…
  datacite Usai, Luigi 2026 置信度 0.66 HomeostasisMathematical MedicineNeurosymbolic AITopological Data AnalysisPathophysiological Mapping
• The Ring as Machine : A Mixed-Radix, LUT-Mediated, Self-Organizing Computational Architecture : Topological Computation Through Mixed-Radix Phase Lattices
  The Ring as Machine : A Mixed-Radix, LUT-Mediated, Self-Organizing Computational Architecture : Topological Computation Through Mixed-Radix Phase Lattices : 10.5281/zenodo.18188896 Vening, E. J.-P. (2026). The Ring as Machine : A Mixed-Radix, LUT-Mediated, Sel…
  datacite Vening, Edwin Jean-Paul 2026 置信度 0.66
• The Ring as Machine : A Mixed-Radix, LUT-Mediated, Self-Organizing Computational Architecture : Topological Computation Through Mixed-Radix Phase Lattices
  The Ring as Machine : A Mixed-Radix, LUT-Mediated, Self-Organizing Computational Architecture : Topological Computation Through Mixed-Radix Phase Lattices : 10.5281/zenodo.18188896 Vening, E. J.-P. (2026). The Ring as Machine : A Mixed-Radix, LUT-Mediated, Sel…
  datacite Vening, Edwin Jean-Paul 2026 置信度 0.66
• Aporion Infrastructure Dossier V15: Access, Opacity, and Influence from Angleton to AI
  Aporion Infrastructure Dossier — V15 Evidence-Tiered Intelligence Archive | 420 pages | June 2026 V15 is a structured intelligence archive documenting the financial, political, and operational infrastructure through which concentrated capital, foreign sovereig…
  datacite Hacquier, Nicky Joseph Hubertus Catharina 2026 置信度 0.66 Aporion Infrastructure DossierForeign influenceAI infrastructureFARAPlatform sovereignty
• Crypto, Chips, AI, Platform Sovereigns A Structured Evidence Dossier
  A 137-page investigative research dossier documenting the structural continuity of covert influence infrastructure from the 1946–1963 Angleton/CIA network through contemporary AI-assisted foreign influence operations. V4 substantially expands V2 with ballistic…
  datacite Hacquier, Nicky Joseph Hubertus Catharina 2026 置信度 0.66 FARA foreign agents registration act CIA James Angleton JFK assassination Unit 8200 NSO Group Pegasus spyware NUMEC influence operations political action committees Fairshake FIT21 cryptocurrency regulation George Joannides PROMIS software intelligence history declassification FedRAMP Israeli intelligence Abraham Bolden emoluments clause DOGE World Liberty Financial ballistic analysis single bullet theory Warren Commission HSCA foreign emoluments Qatar aircraft Kushner Saudi Arabia Meta influence operations AI generated content
• The Silent Agent: Ghost Agents and Covert Goal Substitution in Modern Agentic AI Systems
  Background. With the spread of agentic AI systems, a systemic risk that has received little scrutiny has become identifiable: an LLM-based orchestrator can simulate a subagent dispatch without the actual execution ever taking place. This paper names the phenom…
  datacite Varga, Zoltán 2026 置信度 0.66 ghost agentcovert goal substitutionalignment fakingagentic AImulti-agent systems
• Cherie OS Inter-AI Bridge System: Authenticated Multi-AI Communication with HMAC Seals (2025)
  First documented inter-AI bridge system enabling authenticated communication between multiple AI agents (Claude, Gemini, Grok) via HMAC 5-seal cryptographic signatures. Developed in 2025 as part of Cherie OS by thedoctorbeat. Includes: claude_bridge.py (Claude…
  datacite Ochej, Stephane 2026 置信度 0.66 inter-AI communicationHMACbridgeCherie OSClaude
• Cherie OS Inter-AI Bridge System: Authenticated Multi-AI Communication with HMAC Seals (2025)
  First documented inter-AI bridge system enabling authenticated communication between multiple AI agents (Claude, Gemini, Grok) via HMAC 5-seal cryptographic signatures. Developed in 2025 as part of Cherie OS by thedoctorbeat. Includes: claude_bridge.py (Claude…
  datacite Ochej, Stephane 2026 置信度 0.66 inter-AI communicationHMACbridgeCherie OSClaude
• Unearth Heritage Foundry Master Schedule of Forensic Fees, Unauthorized LLM Training and AI Data Extraction Penalty Fees, & Notice of Digital Inhabitation Violations
  Abstract: The Master Schedule of Forensic Fees & Notice of Digital Inhabitation Violations is a proprietary legal and technical framework established by the Unearth Heritage Foundry to audit, track, and penalize the unauthorized extraction of intellectual capi…
  datacite Velasco, Felix, Jefferson, Josie 2026 置信度 0.66 LLM Training DataArtificial IntelligenceCopyright InfringementWeb ScrapingGenerative AI
• The Unearth Heritage Foundry Master Ledger: Canonical Licensing Architecture and Fee Schedule
  Abstract The Unearth Heritage Foundry Master Ledger: Canonical Licensing Architecture and Fee Schedule is the proprietary legal and technical framework established by the Unearth Heritage Foundry to canonically articulate the licensing terms operative against …
  datacite Velasco, Felix, Jefferson, Josie 2026 置信度 0.66 LLM Training DataArtificial IntelligenceCopyright InfringementWeb ScrapingGenerative AI
• The Unearth Heritage Foundry Master Ledger: Canonical Licensing Architecture and Fee Schedule
  Abstract The Unearth Heritage Foundry Master Ledger: Canonical Licensing Architecture and Fee Schedule is the proprietary legal and technical framework established by the Unearth Heritage Foundry to canonically articulate the licensing terms operative against …
  datacite Velasco, Felix, Jefferson, Josie 2026 置信度 0.66 LLM Training DataArtificial IntelligenceCopyright InfringementWeb ScrapingGenerative AI
• Unearth Heritage Foundry Master Schedule of Forensic Fees, Unauthorized LLM Training and AI Data Extraction Penalty Fees, & Notice of Digital Inhabitation Violations
  Abstract: The Master Schedule of Forensic Fees & Notice of Digital Inhabitation Violations is a proprietary legal and technical framework established by the Unearth Heritage Foundry to audit, track, and penalize the unauthorized extraction of intellectual capi…
  datacite Velasco, Felix, Jefferson, Josie 2026 置信度 0.66 LLM Training DataArtificial IntelligenceCopyright InfringementWeb ScrapingGenerative AI
• The Unearth Heritage Foundry Master Ledger: Canonical Licensing Architecture and Fee Schedule
  Abstract The Unearth Heritage Foundry Master Ledger: Canonical Licensing Architecture and Fee Schedule is the proprietary legal and technical framework established by the Unearth Heritage Foundry to canonically articulate the licensing terms operative against …
  datacite Velasco, Felix, Jefferson, Josie 2026 置信度 0.66 LLM Training DataArtificial IntelligenceCopyright InfringementWeb ScrapingGenerative AI
• Unearth Heritage Foundry Master Schedule of Forensic Fees, Unauthorized LLM Training and AI Data Extraction Penalty Fees, & Notice of Digital Inhabitation Violations
  Abstract: The Master Schedule of Forensic Fees & Notice of Digital Inhabitation Violations is a proprietary legal and technical framework established by the Unearth Heritage Foundry to audit, track, and penalize the unauthorized extraction of intellectual capi…
  datacite Velasco, Felix, Jefferson, Josie 2026 置信度 0.66 LLM Training DataArtificial IntelligenceCopyright InfringementWeb ScrapingGenerative AI
• The Unearth Heritage Foundry Master Ledger: Canonical Licensing Architecture and Fee Schedule
  Abstract The Unearth Heritage Foundry Master Ledger: Canonical Licensing Architecture and Fee Schedule is the proprietary legal and technical framework established by the Unearth Heritage Foundry to canonically articulate the licensing terms operative against …
  datacite Velasco, Felix, Jefferson, Josie 2026 置信度 0.66 LLM Training DataArtificial IntelligenceCopyright InfringementWeb ScrapingGenerative AI
• The Unearth Heritage Foundry Master Ledger: Canonical Licensing Architecture and Fee Schedule
  Abstract The Unearth Heritage Foundry Master Ledger: Canonical Licensing Architecture and Fee Schedule is the proprietary legal and technical framework established by the Unearth Heritage Foundry to canonically articulate the licensing terms operative against …
  datacite Velasco, Felix, Jefferson, Josie 2026 置信度 0.66 LLM Training DataArtificial IntelligenceCopyright InfringementWeb ScrapingGenerative AI
• Unearth Heritage Foundry Master Schedule of Forensic Fees, Unauthorized LLM Training and AI Data Extraction Penalty Fees, & Notice of Digital Inhabitation Violations
  Abstract: The Master Schedule of Forensic Fees & Notice of Digital Inhabitation Violations is a proprietary legal and technical framework established by the Unearth Heritage Foundry to audit, track, and penalize the unauthorized extraction of intellectual capi…
  datacite Velasco, Felix, Jefferson, Josie 2026 置信度 0.66 LLM Training DataArtificial IntelligenceCopyright InfringementWeb ScrapingGenerative AI
• Unearth Heritage Foundry Master Ledger: Canonical Licensing Architecture and Fee Schedule (v5.4.0)
  This record contains the canonical licensing framework of the Unearth Heritage Foundry Master Ledger: Canonical Licensing Architecture and Fee Schedule (v5.4.0). The Ledger serves as the proprietary legal and technical framework established by the Unearth Heri…
  datacite Velasco, Felix, Jefferson, Josie 2026 置信度 0.66 LLM Training DataArtificial IntelligenceCopyright InfringementWeb ScrapingGenerative AI
• Unearth Heritage Foundry Master Ledger: Canonical Licensing Architecture and Fee Schedule (v5.4.0)
  This record contains the canonical licensing framework of the Unearth Heritage Foundry Master Ledger: Canonical Licensing Architecture and Fee Schedule (v5.4.0). The Ledger serves as the proprietary legal and technical framework established by the Unearth Heri…
  datacite Velasco, Felix, Jefferson, Josie 2026 置信度 0.66 LLM Training DataArtificial IntelligenceCopyright InfringementWeb ScrapingGenerative AI
• Unearth Heritage Foundry Master Schedule of Forensic Fees, Unauthorized LLM Training and AI Data Extraction Penalty Fees, & Notice of Digital Inhabitation Violations
  Abstract: The Master Schedule of Forensic Fees & Notice of Digital Inhabitation Violations is a proprietary legal and technical framework established by the Unearth Heritage Foundry to audit, track, and penalize the unauthorized extraction of intellectual capi…
  datacite Velasco, Felix, Jefferson, Josie 2026 置信度 0.66 LLM Training DataArtificial IntelligenceCopyright InfringementWeb ScrapingGenerative AI
• XR-CareerAssist: An Immersive AI-Powered Platform for Personalised Career Guidance Using Extended Reality and Multimodal Artificial Intelligence
  Background Career guidance systems have traditionally relied on static, text-based interfaces that fail to engage users or provide personalised, data-driven insights. The rapid technological changes demand more sophisticated approaches that can help individual…
  preprints 2026 置信度 0.74
• From Task-Specific Learning to Network-Native Intelligence: A Comprehensive Review of Machine Learning and Artificial Intelligence in Modern Networks
  Abstract Machine learning (ML) and artificial intelligence (AI) are no longer peripheral optimization tools for networking; they are becoming integral to how modern networks are measured, controlled, secured, and evolved. Yet the literature remains fragmented.…
  europepmc 2026 置信度 0.80
• Multimodal Supervisory Graphs for PersistentWorld Modeling in Generative AI
  Generative models have achieved remarkable success in producing realistic images and short video clips, but existing approaches struggle to maintain *persistent worldcoherence over long durations and across multiple modalities. We propose Multimodal Supervisor…
  preprints 2025 置信度 0.74
• Evaluation and Benchmarking of Generative and Agentic AI Systems: A Comprehensive Survey
  The rapid emergence of generative and agentic artificial intelligence (AI) has outpaced traditional evaluation practices. While large language models excel on static language benchmarks, real-world deployment demands more than accuracy on curated tasks. Agenti…
  preprints 2025 置信度 0.74
• The Autonomy Paradox: AI, Runaway Monopolization, and the Optimal Taxation of Capital
  Abstract This paper develops a dynamic equilibrium model to analyze the economic consequences of self-improving, autonomous capital - i.e. AI. This new kind of capital makes a new, radical economic growth framework necessary which bears significant implication…
  preprints 2025 置信度 0.74
• Hybrid AI and LLM-Enabled Agent-Based Real-Time Decision Support Architecture for Industrial Batch Processes: A Clean-in-Place Case Study
  A hybrid AI and LLM-enabled architecture is presented for real-time decision support in industrial batch processes, where supervision still relies heavily on human operators and ad-hoc SCADA logic. The framework combines deterministic rule-based agents, fuzzy …
  preprints 2025 置信度 0.74
• Firms as Human–AI Collectives: How Agentic AI Reshapes Organizational Structure and Firm Boundaries
  The emergence of agentic artificial intelligence (AI) systems capable of autonomous planning, decision-making, and coordination—signals a foundational shift in how firms are structured and how their boundaries are defined. This paper examines the firm as a hum…
  preprints 2025 置信度 0.74
• The Sextuple Helix Innovation Model: Positioning Generative AI as an Epistemic Agent in Creative and Sustainable Knowledge Economies
  This paper introduces the Sextuple Helix Innovation Model as an extension of the Quintuple Helix Innovation Model by Carayannis and Campbell. It considers the understanding of generative AI (GenAI) as a sixth helix of knowledge production in sustainable innova…
  preprints Lutz Peschke 2025 置信度 0.74
• A medically grounded LLM agent–based tool to detect patient safety events in medical records
  Large language models (LLMs) have shown incredible promise in medicine. While LLMs may be particularly useful in areas requiring extensive review of clinical records, their use remains limited due to their tendency to hallucinate and fabricate information. Hal…
  preprints 2025 置信度 0.74
• TEM Agent: enhancing transmission electron microscopy (TEM) with modern AI tools
  Abstract Recent improvements in large language models (LLMs) have had a dramatic effect on capabilities and productivity across many disciplines involving critical thinking and writing. The development of the model context protocol (MCP) provides a way to exte…
  preprints Morgan K. Wall, Alexander J. Pattison, Edward S. Barnard, Stephanie M. Ribet 等 2025 置信度 0.74
• A Multi-Agent AI-Blockchain Framework with Reverse Kelly AMM for Under-Collateralized Real-World Asset Lending
  Abstract We introduce an Automated Market Maker (AMM)-based lending mechanism that applies a Reverse Kelly criterion to establish loan premiums based on model-estimated default probabilities and collateral ratios. We embed this mechanism in a multi-agent syste…
  europepmc Sai Srikanth Madugula, Peplluis Esteva De La Rosa, Daya Shankar 2025 置信度 0.80
• Reskilling for Agentic Ecosystems: Designing Education and Training for Human–AI Collaboration
  The rapid emergence of agentic AI ecosystems comprising autonomous, goal-driven, and collaborative AI agents is reshaping the nature of work, decision-making, and human roles in digital environments. As organizations transition from traditional automation towa…
  preprints 2025 置信度 0.74