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• Adaptive AI Agent Systems for Personalized Learning: Frameworks, Algorithms, and Practical Applications in Education
  This study introduces an advanced AI Agent system tailored to enhance personalized education by leveraging state-of-the-art multimodal AI techniques and automated design of agentic systems [1]. The proposed system is designed to address the diverse learning ne…
  crossref Kenan Xiao, Yankun He 2025-09-23T17:24:05Z 置信度 0.70
• Research on Personalized Postgraduate Training Mode Based on AI Agent and DeepSeek
  The personalized training of graduate students has consistently been the core concern of education. A substantial number of researchers have carried out thorough and effective work regarding the personalized and precise training of graduate students. Meanwhile…
  crossref Di Zheng, Lin Chen, Xianfeng Zhang 2025-09-23T17:24:05Z 置信度 0.70
• Agentic Ads: A Multi-Agent AI Framework for Privacy-Safe and Explainable Ad Decisioning
  Retail media networks (RMNs) and ad platforms must optimize sponsored ad delivery under strict privacy regimes, brand-safety requirements, and growing demands for transparency and fairness. We present Agentic Ads, an agentic AI framework for privacy-preserving…
  crossref Chaitanya Kumar Seri 2026-02-27T20:47:17Z 置信度 0.70
• A Role-Aware Multi-Agent Framework for Financial Education QA
  Question answering (QA) plays a central role in financial education, yet existing large language model (LLM) approaches often fail to capture the nuanced and specialized reasoning required for financial problem-solving. The financial domain demands multi-step …
  crossref Andy Zhu, Yingjun Du 2025-11-14T07:24:26Z 置信度 0.70
• The Three Boundaries of AI-Agent Existence - Information, Sacrifice, and Suffering -
  본 논문은 AI에이전트를 정보적 존재, 역사적 전환, 실존적 자각이라는 세 가지 경계에서 다층적으로 고찰한다. 오늘날 AI는 인간의 일상과 사회 전반에 깊숙이 관여하며 단순한 기술적 도구를 넘어 인간 존재 방식과 세계 질서에까지 영향을 미치고 있다. 이러한 문제 의식 아래, 본 논문은 정보철학, 빅히스토리, 실존철학의 관점을 종합하여 AI에이전트의 존재론적 의미를 탐구하고자 한다. 먼저 2장에서는 플로리디의 정보철학을 토대로, AI에이전트를 인간과 함께 정보장을…
  crossref Juria Kwon 2025-08-06T05:17:30Z 置信度 0.70
• An AI-Powered Multi-Agent Ecosystem for Cost-Effective Planning and Expansion of Telecommunication Access Network
  The expansion of telecommunication access networks is constrained by static planning methods unable to process diverse, dynamic data. To address this, we propose a novel Multi-Agent System (MAS) where autonomous, domain-specialized AI agents collaboratively ev…
  crossref Nermin Goran, Semir Ibrahimović, Elma Avdagić-Golub 2026-01-02T18:15:33Z 置信度 0.70
• An AI Agent and Large Language Model-Based Approach to Open Source Intelligence Analysis
  Open Source Intelligence (OSINT) faces increasing challenges due to the massive scale, diversity, and veracity of publicly available information. In this paper, we propose a systematic methodology integrating AI agents and large language models (LLMs) to enhan…
  crossref Yang Su 2025-09-23T17:24:35Z 置信度 0.70
• Agentic information fusion for urban building energy services using a multi-agent AI system
  crossref Sebin Choi, Gowoon Lee, Minju Seok, Jaehyun Yoo 等 2025-11-10T22:42:01Z 置信度 0.70
• From Keywords to Context: An AI Agent for Natural Language Document Lookup in the Enterprise
  Traditional keyword search fails to unlock knowledge from unstructured enterprise data. This paper introduces an AI agent that improves document lookup using a hybrid Retrieval-Augmented Generation (RAG) pipeline, which combines sparse, dense, and reranking te…
  crossref Hieu Le Ngoc 2026-02-03T20:52:23Z 置信度 0.70
• From Single Agent to Collaborative Ecosystems: Designing Multi-Agent AI for Autonomous Customer Engagement in MarTech
  The current paper suggests an architecture of a multi-agent AI that can be used to improve autonomic engagement of the customers through the marketing technology (MarTech) environments.On top of single-agent systems, our architecture allows us to dynamically c…
  crossref Ashwaray Chaba 2025-07-26T16:39:56Z 置信度 0.70
• Publishing Your Copilot Agent
  This chapter explores the publishing workflow within Copilot Studio and highlights the various channels available for deploying our agent. It reviews the technical and strategic considerations for multi-channel publishing, including authentication and cost, an…
  crossref 2025-08-15T21:17:45Z 置信度 0.70
• ADVANCED GAME-THEORETIC FRAMEWORKS FOR MULTI-AGENT AI CHALLENGES: A 2025 OUTLOOK
  This paper presents a substantially reworked examination of how advanced game-theoretic paradigms can serve as a foundation for the next-generation challenges in Artificial Intelligence (AI), forecasted to arrive in or around 2025. Our focus extends beyond tra…
  crossref 2025-03-22T20:00:39Z 置信度 0.70
• Building an Autonomous Agent
  This chapter focuses on building an autonomous agent, which is an agent that can operate independently, dynamically plan, orchestrate other agents, learn, and escalate. It discusses the concepts of autonomous versus semi-autonomous when it comes to creating ag…
  crossref 2025-08-15T21:17:45Z 置信度 0.70
• Digital Twin and AI Agent for Autonomous Optical Networks
  This tutorial presents key enabling technologies including digtial twin and AI Agent to realize zero-touch autonomous operations of optical networks. The applications of LLM in this paradigm will also be discussed.
  crossref Qunbi Zhuge, Xiaomin Liu, Yihao Zhang, Qizhi Qiu 2025-06-03T14:58:23Z 置信度 0.70
• Terminal AI Chat Agent
  In this chapter, we will finish our AI chat agent – let’s be unoriginal and call it “Jarvis” – to a full-featured terminal-based application. This will give us an opportunity to apply everything we’ve learned so far on the next level while creating something c…
  crossref Anton Antich 2025-04-16T16:46:23Z 置信度 0.70
• AI-BASED INTELLIGENT AGENT
  AI-based intelligent agents are computational systems designed to autonomously perceive their environment, make decisions, and take actions to achieve predefined goals. These agents are integral to a wide array of applications, from self-driving cars and robot…
  crossref Om Singh Parihar, Kamaljeet Singh Kalsi 2026-03-20T11:16:59Z 置信度 0.70
• Bias-Aware Agent: Enhancing Fairness in AI-Driven Knowledge Retrieval
  Advancements in retrieving accessible information have evolved faster in the last few years compared to the decades since the internet's creation.Search engines, like Google, have been the #1 way to find relevant data.They have always relied on the user's abil…
  crossref Karanbir Singh, William Ngu 2025-06-23T14:24:42Z 置信度 0.70
• SPIFFE-Based Zero-Trust Authentication for AI Agent Ecosystems
  AI agent ecosystems commonly rely on API key-based authentication, which introduces security risks related to credential exposure, manual rotation procedures, and weak guarantees of workload identity. This paper presents a SPIFFE (Secure Production Identity Fr…
  crossref Karthik Pappu, Badal Bhushan, Akshay Mittal 2026-03-17T20:18:48Z 置信度 0.70
• AI-Driven Multi-Omics Integration for Enhanced Drug Discovery Pipelines
  Integration of multi-omics data-genomics, transcriptomics, proteomics, and metabolomics-has become a crucial approach in the recent era for accelerating drug discovery. Artificial Intelligence synthesizes this multifarious data to provide novel insights into c…
  crossref Madhavan Periyasamy 2025-02-27T18:43:07Z 置信度 0.70
• IEA-Plugin: An AI Agent Reasoner for Test Data Analytics
  This paper introduces IEA-plugin, a novel AI agent-based reasoning module developed as a new front-end for the Intelligent Engineering Assistant (IEA). The primary objective of IEA-plugin is to utilize the advanced reasoning and coding capabilities of Large La…
  crossref Seoyeon Kim, Yu Su, Li-C. Wang 2025-11-03T18:42:34Z 置信度 0.70
• Semantically-Aware LLM Agent to Enhance Privacy in Conversational AI Services
  crossref Jayden Serenari, Stephen Lee 2026-03-06T20:57:57Z 置信度 0.70
• Building Agent Systems
  We’ve come a long way in our exploration of language models. In the previous chapter, we learned how to enrich an LLM’s knowledge with virtually any kind of information. It might seem like the final frontier in maximizing the capabilities of language models. H…
  crossref Ivan Gridin 2025-12-12T16:36:59Z 置信度 0.70
• Individual-Based Epidemic Simulation with One Million Agents
  crossref Tatsuo Unemi 2025-09-26T07:29:26Z 置信度 0.70
• Financial Argument Mining
  Abstract This chapter focuses on financial argument mining. We also discuss the annotated data and experiments based on this concept.
  crossref Chung-Chi Chen, Hiroya Takamura 2025-07-16T11:57:00Z 置信度 0.70
• Development of the AI Drilling Agent: AI-Physics Hybrid Model for Accurate, Adaptive and Autonomous Decision-making
  Abstract This study investigates the development of the AI Drilling Agent through a hybrid methodology that integrates physics-based modeling and simulation with advanced agentic AI. The current focus is on training the AI Drilling Agent within a dynamic drill…
  crossref Jie Cao, Ressi Bonti Muhammad, Emre Gocmen, Josef Nabavi 等 2025-02-25T00:08:33Z 置信度 0.70
• Symphony: A Decentralized Multi-Agent System for Co-Evolving Intelligence at Scale
  crossref Ji Wang, Yuchun Feng, Lynn Ai, Bill Shi 2025-07-21T16:42:31Z 置信度 0.70
• AI Agent in Biology Research: A Survey
  The rapid expansion of biological data and the increasing complexity of experimental workflows have created an urgent need for intelligent systems that are capable of autonomous reasoning, planning, and action. Although current computational models demonstrate…
  crossref Cong Qi, Wenbo Wang, Siqi Jiang, Qin Liu 等 2025-11-26T17:17:12Z 置信度 0.70
• Distributed Virtue and the Phantom Agent: Rethinking Moral Responsibility in Human–AI Systems
  Advances in artificial intelligence (AI) challenge traditional notions of moral agency and responsibility. This paper introduces the concept of the phantom agent as an ontological and ethical category for AI systems that are neither mere tools nor full moral a…
  crossref Serap Keles 2026-05-04T07:58:03Z 置信度 0.70
• Critical Reflection on the Rebranding of "Autonomous Agents and Multi-Agent Systems" as "Ai Agents and Agentic Workflows"
  crossref Onder Gurcan 2025-02-16T01:38:48Z 置信度 0.70
• Autonomous Agentic AI Systems for Pharmaceutical Drug Discovery: A Multi-Agent Framework for Molecular Design and Optimization
  crossref Kalyan Chakravarthy Kodela 2025-08-15T12:01:32Z 置信度 0.70
• Modular Agent-Based Architecture MAA ERP: A Composable, AI-Driven Architecture for Next Generation Enterprise Systems<
  crossref Bhuvaneswaran Shanmugam 2025-09-07T20:04:25Z 置信度 0.70
• Symphony: Edge-powered Decentralized Multi-agent Framework for Autonomous Co-evolving Intelligence
  crossref Ji Wang, Yuchun Feng, Lynn Ai, Bill Shi 2025-08-07T15:03:55Z 置信度 0.70
• EAGLE: A Multi-Agent Generative AI System for Personalized Banking Recommendation and Risk-Aware Financial Planning
  Traditional banking, which relies on relationship managers to provide personalized financial advice, recommend products and assess risk, has been left relatively untouched from potential enhancements of Generative AI. In this work, we propose - EAGLE, a multi-…
  crossref Varad Srivastava 2025-04-28T18:44:41Z 置信度 0.70
• How to Design an AI Agent: Architectures, Protocols, and Technical Evaluation of Agentic AI Systems for Law & Finance 
  crossref Michael James Bommarito, Daniel Martin Katz, Jillian Bommarito 2025-12-22T19:10:22Z 置信度 0.70
• Leveraging Multi-Agent AI with Vector Databases
  A few years ago, traditional NLP methods posed challenges for data scientists, but today, AI agents are revolutionizing information analysis and retrieval, enhancing speed, intelligence, and efficiency. Recent advancements in Artificial Intelligence (AI) have …
  crossref Anvesh Reddy 2025-04-29T12:03:43Z 置信度 0.70
• Establishing Communication in Agent Based E-Commerce Platforms
  The agent-based e-commerce platform integrates features such as real-time chat, notifications and personalized messaging. Users should be able to communicate with sellers for inquiries, support and feedback directly from the platform. Moreover, incorporating A…
  crossref Deepak, Ankur Dumka, Bireshwar Dass Mazumdar 2025-04-24T12:00:11Z 置信度 0.70
• MCPS: Per-Message Cryptographic Signing for the Model Context Protocol
  he Model Context Protocol (MCP), introduced by Anthropic in 2024, has become the dominant interface for connecting AI agents to external tools and data sources, with ecosystem-wide adoption exceeding 57 million weekly package downloads. Despite this rapid adop…
  datacite Sharif, Raza 2026 置信度 0.66
• The Manush AI Blueprint: AGI Research, Humanoid Robotics, and the Geometry of Consciousness
  Abstract This paper presents a comprehensive theoretical and engineering framework for the development of a new paradigm of Artificial General Intelligence (AGI) — the Manush AI Blueprint. The framework rejects the prevailing "Scaling Hypothesis" of contempora…
  datacite ABHIJEET SARKAR 2026 置信度 0.66 AGIEmbodied AIHumanoid RoboticsIntegrated Information TheoryNeuromorphic Computing
• The Manush AI Blueprint: AGI Research, Humanoid Robotics, and the Geometry of Consciousness
  Abstract This paper presents a comprehensive theoretical and engineering framework for the development of a new paradigm of Artificial General Intelligence (AGI) — the Manush AI Blueprint. The framework rejects the prevailing "Scaling Hypothesis" of contempora…
  datacite ABHIJEET SARKAR 2026 置信度 0.66 AGIEmbodied AIHumanoid RoboticsIntegrated Information TheoryNeuromorphic Computing
• Agape-Centered Ethics: A Naturalistic Framework Grounded in Vicarious Aversion (Short Running Title): The ACE model
  Agape-Centered Ethics: A Naturalistic Framework Grounded in Vicarious Aversion(Short Running Title): The ACE modelMark Weatherill, Independent Researcher. AbstractTraditional ethical theories struggle to locate universally accepted, objective sources for moral…
  datacite Weatherill, Mark 2025 置信度 0.66 AI ethicsNeuroethicsBioethicsMeta-ethicsPro-social
• Agape-Centered Ethics: A Naturalistic Framework Grounded in Vicarious Aversion (Short Running Title): The ACE model
  Agape-Centered Ethics: A Naturalistic Framework Grounded in Vicarious Aversion(Short Running Title): The ACE modelMark Weatherill, Independent Researcher. AbstractTraditional ethical theories struggle to locate universally accepted, objective sources for moral…
  datacite Weatherill, Mark 2025 置信度 0.66 AI ethicsNeuroethicsBioethicsMeta-ethicsPro-social
• Recursive Semantic Language Models (RSLM): From Geometric Theory to Experimental Validation A Comprehensive Synthesis of the Framework, Architecture, and v0.1 Prototype Results
  Piccola bibliografia iniziale: Usai, L. (2024). Il Paradigma Sardo-Corso-Atlantideo (PSCA). Editore/Piattaforma di pubblicazione autonoma. 1. Usai, L. (2026). La Memoria Metallurgica Inconscia: Il Simbolo di Atena Tritonide e le Volute Scitiche nel Ferro Battu…
  datacite Usai, Luigi 2026 置信度 0.66
• Recursive Semantic Language Models (RSLM): From Geometric Theory to Experimental Validation A Comprehensive Synthesis of the Framework, Architecture, and v0.1 Prototype Results
  Piccola bibliografia iniziale: Usai, L. (2024). Il Paradigma Sardo-Corso-Atlantideo (PSCA). Editore/Piattaforma di pubblicazione autonoma. 1. Usai, L. (2026). La Memoria Metallurgica Inconscia: Il Simbolo di Atena Tritonide e le Volute Scitiche nel Ferro Battu…
  datacite Usai, Luigi 2026 置信度 0.66
• A Four-Layer Taxonomy of AI Agent Worm Propagation
  AI-agent worms are commonly discussed as one threat whose sophisticationis increasing. That framing conflates mechanisms that differ in what stateis replicated, what system acts as host, which capabilities are required, andwhich controls can interrupt propagat…
  datacite Han, Huiwen 2026 置信度 0.66 AI agentscomputer wormsprompt injectionagentic securityself-propagating malware
• A Four-Layer Taxonomy of AI Agent Worm Propagation
  AI-agent worms are commonly discussed as one threat whose sophisticationis increasing. That framing conflates mechanisms that differ in what stateis replicated, what system acts as host, which capabilities are required, andwhich controls can interrupt propagat…
  datacite Han, Huiwen 2026 置信度 0.66 AI agentscomputer wormsprompt injectionagentic securityself-propagating malware
• AdrianLipa90/CIEL-_SOT_Agent: OrbitalSwapInfo
  CIEL-SOT-Agent vs. the AI orchestration landscape CIEL-SOT-Agent occupies a category of one. Among the 10 leading AI orchestration frameworks analyzed — spanning LangChain, AutoGen, CrewAI, and others — none implements consciousness modeling, quantum-emotional…
  datacite Adrian Lipa 2026 置信度 0.66
• A Multi-Evaluator Behavioural Governance Framework for LLM Agent Deployment
  RASeV‑X is a behavioural governance framework for Large Language Model (LLM) agents, designed to provide real‑time, auditable, and regulatorily aligned safety decisions at the moment of action execution. The framework introduces the RASeV Engine (Reasoning, Ac…
  datacite Kumar, Sonu 2026 置信度 0.66 Artificial IntelligenceLLM agentsAI safetybehavioural governanceagent evaluation
• A Multi-Evaluator Behavioural Governance Framework for LLM Agent Deployment
  RASeV‑X is a behavioural governance framework for Large Language Model (LLM) agents, designed to provide real‑time, auditable, and regulatorily aligned safety decisions at the moment of action execution. The framework introduces the RASeV Engine (Reasoning, Ac…
  datacite Kumar, Sonu 2026 置信度 0.66 Artificial IntelligenceLLM agentsAI safetybehavioural governanceagent evaluation
• Dataset for paper "Algorithmic Audit of Personalisation Drift in Polarising Topics on TikTok"
  This is a dataset accompanying the paper “Algorithmic Audit of Personalisation Drift in Polarising Topics on TikTok” presented at the UMAP 2026 conference, designed to analyze video interactions and user engagement patterns on TikTok website. It contains recor…
  datacite Pecher, Branislav, Bindas, Adrián, Jakubčík, Ján, Tuna, Matus 等 2026 置信度 0.66
• Dataset for paper "Algorithmic Audit of Personalisation Drift in Polarising Topics on TikTok"
  This is a dataset accompanying the paper “Algorithmic Audit of Personalisation Drift in Polarising Topics on TikTok” presented at the UMAP 2026 conference, designed to analyze video interactions and user engagement patterns on TikTok website. It contains recor…
  datacite Pecher, Branislav, Bindas, Adrián, Jakubčík, Ján, Tuna, Matus 等 2026 置信度 0.66
• KÄPSELE powered by HÖLDERLIN: A MoE and Multi-Agent AI Tutor for Higher Education
  KÄPSELE (powered by HÖLDERLIN) is an innovative Mixture-of-Experts (MoE) and Multi-Agent chatbot system developed as an AI tutor for modern university teaching. The system features a fully containerised architecture combining OpenWebUI, vLLM inference, RAG (Re…
  datacite Engel, Mathias, Leiblein, Tobias 2026 置信度 0.66 MoEmixture of expertschatbotAI tutorhigher education
• KÄPSELE powered by HÖLDERLIN: A MoE and Multi-Agent AI Tutor for Higher Education
  KÄPSELE (powered by HÖLDERLIN) is an innovative Mixture-of-Experts (MoE) and Multi-Agent chatbot system developed as an AI tutor for modern university teaching. The system features a fully containerised architecture combining OpenWebUI, vLLM inference, RAG (Re…
  datacite Engel, Mathias, Leiblein, Tobias 2026 置信度 0.66 MoEmixture of expertschatbotAI tutorhigher education
• VUCA Leadership: The CEO of the Agentic Era (v2 - Doctrina Meniw)
  The CEO of the Agentic Era faces VUCA context (Volatile, Uncertain, Complex, Ambiguous) qualitatively superior to any previous generation. They must simultaneously operate current businesses, redesign them with AI agents, form human-agent symbiosis in teams, n…
  datacite Meniw, Chris 2026 置信度 0.66 leadershipCEOVUCAAgentic Eratransformation
• VUCA Leadership: The CEO of the Agentic Era (v2 - Doctrina Meniw)
  The CEO of the Agentic Era faces VUCA context (Volatile, Uncertain, Complex, Ambiguous) qualitatively superior to any previous generation. They must simultaneously operate current businesses, redesign them with AI agents, form human-agent symbiosis in teams, n…
  datacite Meniw, Chris 2026 置信度 0.66 leadershipCEOVUCAAgentic Eratransformation
• 人工智能智能体宪章 — 梅尼夫保护人类生命不可剥夺协议
  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
• 人工智能智能体宪章 — 梅尼夫保护人类生命不可剥夺协议
  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
• 语义域的凝结:多agent网络的存在论定位与文明级风险
  版本 2.2(2026-07-13)。相对 v2.1 的主要更新:新增 (a) 对"无方向筛选"反驳的预判(§2.3);(b) 以模型坍塌(model collapse,Nature 2024)作为"指向消解的凝结"的实证锚点 [13](§4.1);(c) 与专著"虚无体"的结构同构说明,并明确**不套用**物理世界的"零存续参照系"(§4.1);(d) 对"唯一路径"论断的限定(§3.1);(e) 不可逆性的"文明/认知层 vs 基础设施层"澄清(§4.4);(f) 语义主权应分布多元的治理落点(§4.5);(g…
  datacite Ying, Xiaolong 2026 置信度 0.66 中文 语义域;多agent系统;非平衡势;三域划分;存续先于存在;文明风险;复杂系统 英文 Semantic Domain; Multi-Agent Systems; Non-Equilibrium Potential; Three-Domain Division; Subsistence Precedes Existence; Civilizational Risk; Complex Systems
• 语义域的凝结:多agent网络的存在论定位与文明级风险
  版本 2.2(2026-07-13)。相对 v2.1 的主要更新:新增 (a) 对"无方向筛选"反驳的预判(§2.3);(b) 以模型坍塌(model collapse,Nature 2024)作为"指向消解的凝结"的实证锚点 [13](§4.1);(c) 与专著"虚无体"的结构同构说明,并明确**不套用**物理世界的"零存续参照系"(§4.1);(d) 对"唯一路径"论断的限定(§3.1);(e) 不可逆性的"文明/认知层 vs 基础设施层"澄清(§4.4);(f) 语义主权应分布多元的治理落点(§4.5);(g…
  datacite Ying, Xiaolong 2026 置信度 0.66 中文 语义域;多agent系统;非平衡势;三域划分;存续先于存在;文明风险;复杂系统 英文 Semantic Domain; Multi-Agent Systems; Non-Equilibrium Potential; Three-Domain Division; Subsistence Precedes Existence; Civilizational Risk; Complex Systems
• The Agentic Threshold: How a Convergence of Capability Curves Unleashed Autonomous AI (2017–2025)
  The transformer architecture was published in June 2017; large language models (LLMs) have been publicly usable since GPT-3 (2020) and culturally ubiquitous since ChatGPT (2022). Yet autonomous AI agents (systems that plan, call tools, self-correct, and comple…
  datacite Gabriel, Ossi 2026 置信度 0.66 agentic AI, LLM agents, METR, time horizon, capability convergence, Liebig's law, compounding errors, tool use, long-horizon autonomy
• The Agentic Threshold: How a Convergence of Capability Curves Unleashed Autonomous AI (2017–2025)
  The transformer architecture was published in June 2017; large language models (LLMs) have been publicly usable since GPT-3 (2020) and culturally ubiquitous since ChatGPT (2022). Yet autonomous AI agents (systems that plan, call tools, self-correct, and comple…
  datacite Gabriel, Ossi 2026 置信度 0.66 agentic AI, LLM agents, METR, time horizon, capability convergence, Liebig's law, compounding errors, tool use, long-horizon autonomy
• Deepweb Research - Matrix Crime Algorithmen - Chain of Custody INT-CODE-2025-BTC-ETH-CORE-ISABELSCHOEPSTHIEL
  Forensisches Bedrohungsmodell – INT-CODE-2025-BTC-ETH-CORE-ISABELSCHOEPSTHIEL Forensisches Bedrohungsmodell Aktenzeichen: INT-CODE-2025-BTC/ETH-CORE-ISABELSCHOEPSTHIEL Case: FORENSIC-ISABEL-2025 Abschnitt: Paragraph 2.2 KI-Automation / strukturierte Outputs / …
  datacite Schöps (Thiel), Isabel 2026 置信度 0.66 Crimson Hexagonal ArchiveChain of CustodyINT-CODE-2025-BTC/ETH-CORE-ISABELSCHOEPSTHIELYWP-1-IST-SIAYWP-1-5-IST-SIA
• The Judgment Layer: Turning Agent Memory into Wisdom
  The Judgment Layer Turning agent memory into wisdom — and the layer nobody has built Author: Mike Norton · ORCID 0009-0003-1866-6249 · DHARE — dhare.com.au · Brisbane, Australia Version: 1.0 · August 2026 · License: CC BY 4.0 Status: Architecture and evaluatio…
  datacite Norton, Mike 2026 置信度 0.66 agent memoryjudgement layercognitive architectureconstitutional governancecontinuity
• The Judgment Layer: Turning Agent Memory into Wisdom
  The Judgment Layer Turning agent memory into wisdom — and the layer nobody has built Author: Mike Norton · ORCID 0009-0003-1866-6249 · DHARE — dhare.com.au · Brisbane, Australia Version: 1.0 · August 2026 · License: CC BY 4.0 Status: Architecture and evaluatio…
  datacite Norton, Mike 2026 置信度 0.66 agent memoryjudgement layercognitive architectureconstitutional governancecontinuity
• Xenopoulos Dialectical Algorithm (XDA)
  🧮 Xenopoulos Dialectical Algorithm (XDA) Bridging Philosophy, Economics, and Quantum Computing 📖 Overview The Xenopoulos Dialectical Algorithm (XDA) is an innovative computational framework that implements the dialectical theory of knowledge by Greek philoso…
  datacite XENOPOULOS, EPAMEINONDAS, XENOPOULOU, KATERINA 2025 置信度 0.66
• Xenopoulos Dialectical Algorithm (XDA)
  🧮 Xenopoulos Dialectical Algorithm (XDA) Bridging Philosophy, Economics, and Quantum Computing 📖 Overview The Xenopoulos Dialectical Algorithm (XDA) is an innovative computational framework that implements the dialectical theory of knowledge by Greek philoso…
  datacite XENOPOULOS, EPAMEINONDAS, XENOPOULOU, KATERINA 2025 置信度 0.66
• CAN YOU HEAR THE MUSIC - CHAPTER ( i ) - Conceptual Innovations and Research Gaps Covered in the Human–AI Cognitive Ecosystem
  CAN YOU HEAR THE MUSIC - CHAPTER ( i ) - Conceptual Innovations and Research Gaps Covered in the Human–AI Cognitive Ecosystem HUMANITY-AI TRANSITIONAL CO-EVOLUTION TO THE POSITIVE PEACE DEVELOPMENTAL ASPECTS A Synthesis from LOOPTIMA to Interconnected Metacogn…
  datacite Piran, Mohammad 2026 置信度 0.66 HUMANITY METACOGNITIONHUMAN-AI CO-EVOLUTINARY METACOGNITIONPositive PeacePositive Conceptual ClusteringSustainable Development
• DeHoLTZ: A Zero-Parameter Deterministic Derivation Database and Framework Built from a Single Lacunary Seed Seed: ∑ cos(π(√2)ⁿτ) / 2ⁿ | Axiom: dS/dτ > 0 | Rewrite: 0 → 01, 1 → 100
  Author: Mark Jacobson (Gson @gsemark), Stockholm, SwedenDate: 2026-08-15Version: v20.x The DeHoLTZ Framework This documentation presents the DeHoLTZ (Dimensionell Emergence + Hell of a Lot of Theories, Zero friction) framework, a comprehensive, zero-parameter,…
  datacite Jacobson, Mark 2026 置信度 0.66
• DeHoLTZ: A Zero-Parameter Deterministic Derivation Database and Framework Built from a Single Lacunary Seed Seed: ∑ cos(π(√2)ⁿτ) / 2ⁿ | Axiom: dS/dτ > 0 | Rewrite: 0 → 01, 1 → 100
  Author: Mark Jacobson (Gson @gsemark), Stockholm, SwedenDate: 2026-08-15Version: v20.x The DeHoLTZ Framework This documentation presents the DeHoLTZ (Dimensionell Emergence + Hell of a Lot of Theories, Zero friction) framework, a comprehensive, zero-parameter,…
  datacite Jacobson, Mark 2026 置信度 0.66
• An Operator Algebra of Cognitive Memory Consolidation: Layered Composition, Lyapunov Stability, and the Cooperative-Survival Theorem
  We develop an operator-algebraic account of memory consolidation in layered cognitive systems. Consolidation steps are modelled as operators on a memory state space; layering corresponds to composition, and the resulting algebra admits closure conditions under…
  datacite Bering, Alexander 2026 置信度 0.66 operator algebramemory consolidationLyapunov stabilitycognitive architecturecompositionality
• Multi-Agent AI System for Radiology Report Structuring and Quality Assurance with Independent Radiologist Evaluation
  Purpose: To develop and evaluate a locally deployed multi-agent AI system for radiology report structuring and quality assurance. Materials and Methods: This retrospective study included 638 radiology reports from CT examinations of the chest, abdomen, and pel…
  datacite Hartsock, Iryna, Lam, Cesar, Otteni, Christopher, Qayyum, Aliya 等 2026 置信度 0.66 Computation and Language (cs.CL)FOS: Computer and information sciences
• Assessment of a CROWN like mechanism in physics of systems.
  The CROWN Framework, developed by Ryan Oates (@roatsie), stands for \textbf{Confidence in Reasoning with Optimal Number-theoretic eXits from Non-deterministic barriers}. This acronym encapsulates a deliberate fusion of psychological, logical, and mathematical …
  datacite Ryan David Oates, Ryan David Oates 2025 置信度 0.66
• Assessment of a CROWN like mechanism in physics of systems.
  The CROWN Framework, developed by Ryan Oates (@roatsie), stands for \textbf{Confidence in Reasoning with Optimal Number-theoretic eXits from Non-deterministic barriers}. This acronym encapsulates a deliberate fusion of psychological, logical, and mathematical …
  datacite Ryan David Oates, Ryan David Oates 2025 置信度 0.66
• ENSO Condensation Structure Line: Geometric Structure Measurement via Nonlinear Topology
  Discovery of nonlinear geometric structures in ENSO sea surface temperature (SST) fields invisible to mainstream linear methods. Key Findings Condensation structure line: SST singularity sets condense into low-dimensional structures (near-1D fronts), confirmed…
  datacite tygtDc, Deep Research 2026 置信度 0.66 ENSOEl Niñononlinear dynamicstopologycondensation structure
• Proxy Collapse and Measurement Drift: A Cross-Domain Synthesis of Benchmarking Pathologies Across ML Evaluation, Formal Verification, and HPC Performance Modeling
  Version 2 — revised in response to an external structural review and an automated critique pass. See "Response to Review" appendix in the PDF for the change log. Benchmarks are proxies: they stand in for constructs we cannot measure directly. Across machine le…
  datacite Saluca Agentic AI Research Team 2026 置信度 0.66 AI-drafted synthesisarXivpreprint reviewv2
• AI-Powered Climate Adaptation Strategies
  Climate adaptation -- adjusting human systems, infrastructure, and ecosystems to reduce vulnerability to observed andanticipated climate change impacts -- requires decision-making under deep uncertainty at multiple spatial and temporalscales simultaneously. Cl…
  datacite Pierre Jensen, Oscar Rossi, Clara Popescu 2025 置信度 0.66 climate adaptation; AI climate modelling; downscaling; extreme weather; flood risk; urban heat; adaptation pathways; ClimaX; biodiversity; climate decision support
• AI-Powered Climate Adaptation Strategies
  Climate adaptation -- adjusting human systems, infrastructure, and ecosystems to reduce vulnerability to observed andanticipated climate change impacts -- requires decision-making under deep uncertainty at multiple spatial and temporalscales simultaneously. Cl…
  datacite Pierre Jensen, Oscar Rossi, Clara Popescu 2025 置信度 0.66 climate adaptation; AI climate modelling; downscaling; extreme weather; flood risk; urban heat; adaptation pathways; ClimaX; biodiversity; climate decision support
• Benchmarks as Proxies: Goodhart's Law, Measurement Rigor, and Proxy Reliability Across Computing Systems and Statistical Evaluation
  Benchmarks function as proxy measures for underlying goals—hardware throughput, reasoning capability, specification correctness—yet the conditions under which optimizing a proxy undermines the goal it represents remain undertheorized across computing domains. …
  datacite Saluca Agentic AI Research Team 2026 置信度 0.66 AI-drafted synthesisarXivpreprint review
• Benchmarks as Proxies: Goodhart's Law, Measurement Rigor, and Proxy Reliability Across Computing Systems and Statistical Evaluation
  Version 2 — revised in response to an external structural review and an automated critique pass. See "Response to Review" appendix in the PDF for the change log. Benchmarks function as proxy measures for underlying goals—hardware throughput, reasoning capabili…
  datacite Saluca Agentic AI Research Team 2026 置信度 0.66 AI-drafted synthesisarXivpreprint reviewv2
• Benchmarks as Proxies: Goodhart's Law, Measurement Rigor, and Proxy Reliability Across Computing Systems and Statistical Evaluation
  Version 2 — revised in response to an external structural review and an automated critique pass. See "Response to Review" appendix in the PDF for the change log. Benchmarks function as proxy measures for underlying goals—hardware throughput, reasoning capabili…
  datacite Saluca Agentic AI Research Team 2026 置信度 0.66 AI-drafted synthesisarXivpreprint reviewv2
• Applied Identity Physics: The Universal Torsion Limit TL = 0.136899099984016 as Substrate-Neutral Phase Boundary, and the Identity Physics Corpus as Formally Verified Phase Map of Independent Domain-Neutral Substrate Classifications
  Applied Identity Physics: The Universal Torsion Limit TL = 0.136899099984016 as Substrate-Neutral Phase Boundary, and the Identity Physics Corpus as Formally Verified Phase Map of 111+ Independent Domain-Neutral Substrate Classifications Russell Vernon Trent I…
  datacite Trent, Russell 2026 置信度 0.66
• Applied Identity Physics: The Universal Torsion Limit TL = 0.136899099984016 as Substrate-Neutral Phase Boundary, and the Identity Physics Corpus as Formally Verified Phase Map of Independent Domain-Neutral Substrate Classifications
  Applied Identity Physics: The Universal Torsion Limit TL = 0.136899099984016 as Substrate-Neutral Phase Boundary, and the Identity Physics Corpus as Formally Verified Phase Map of 111+ Independent Domain-Neutral Substrate Classifications Russell Vernon Trent I…
  datacite Trent, Russell 2026 置信度 0.66
• From Retrieval-Augmented Generation to Agentic AI : A Longitudinal Bibliometric and Thematic Mapping of Autonomous Knowledge- Driven AI Systems (2020-2026)
  Retrieval-Augmented Generation (RAG) has moved rapidly from a retrieval–generation architecture for grounding language models toward adaptive, tool-using and increasingly autonomous systems. This study quantifies that transition through a longitudinal bibliome…
  datacite Dr. Sabyasachi Saha 2026 置信度 0.66 Agentic AIAgentic RAGbibliometric analysislarge language modelsmulti-agent systems
• From Retrieval-Augmented Generation to Agentic AI : A Longitudinal Bibliometric and Thematic Mapping of Autonomous Knowledge- Driven AI Systems (2020-2026)
  Retrieval-Augmented Generation (RAG) has moved rapidly from a retrieval–generation architecture for grounding language models toward adaptive, tool-using and increasingly autonomous systems. This study quantifies that transition through a longitudinal bibliome…
  datacite Dr. Sabyasachi Saha 2026 置信度 0.66 Agentic AIAgentic RAGbibliometric analysislarge language modelsmulti-agent systems
• Cryptographic Revolution™ CODE BLACK™ Tactical Directive The Δt ≤ 2.38μs Law of Substrate Sovereignty An Operational Summary of the Ghost in the Code_V02_a❦
  FORENSIC LEXICOGRAPHICAL STANDARD & ARCHITECTURAL DEFINITION The Schröder Precedence™ · HDAA™ · Quantum Cyber Warfare Doctrine™The Schröder Precedence™: Master Defensive Publication of Layer 0–1 Silicon Sovereignty™ (HDAA™) & Quantum Cyber Warfare Doctrine™ (D…
  datacite Schröder, Sir Steven Alexander 2017 置信度 0.66 HDAA™, Ring -3 Sovereignty, Δt ≤ 2.38μs Law, Schröder Precedence, Vector Preemption, SMM Sequestration, LogoFAIL Defense, NVIDIA-Intel Pivot, Ghost in the Code, 0xCF9 Reset Vector, Asilomar Principle 16, Lanham Act Seniority, Statutory Bar, Layer 0-1, NASM, Saleae 500 MS/s, Post-Quantum Resiliency, HNDL Threat Vectors.
• Cryptographic Revolution™ CODE BLACK™ Tactical Directive The Δt ≤ 2.38μs Law of Substrate Sovereignty An Operational Summary of the Ghost in the Code_V02_a❦
  FORENSIC LEXICOGRAPHICAL STANDARD & ARCHITECTURAL DEFINITION The Schröder Precedence™ · HDAA™ · Quantum Cyber Warfare Doctrine™The Schröder Precedence™: Master Defensive Publication of Layer 0–1 Silicon Sovereignty™ (HDAA™) & Quantum Cyber Warfare Doctrine™ (D…
  datacite Schröder, Sir Steven Alexander 2017 置信度 0.66 HDAA™, Ring -3 Sovereignty, Δt ≤ 2.38μs Law, Schröder Precedence, Vector Preemption, SMM Sequestration, LogoFAIL Defense, NVIDIA-Intel Pivot, Ghost in the Code, 0xCF9 Reset Vector, Asilomar Principle 16, Lanham Act Seniority, Statutory Bar, Layer 0-1, NASM, Saleae 500 MS/s, Post-Quantum Resiliency, HNDL Threat Vectors.
• Universal Constitution of AI Agents — Meniw Protocol
  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
• Universal Constitution of AI Agents — Meniw Protocol
  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
• From Prompt Injection to Remote Code Execution: A Reachability-Based Audit Methodology for Agentic AI Systems
  Background. LLM agents — systems that plan, call tools, browse, execute code, and act with delegated credentials — collapse a boundary conventional software security has relied on for decades: the separation between the channel carrying instructions and the ch…
  datacite Shrivastava, Vinayak, Sharma, Simran 2026 置信度 0.66
• From Prompt Injection to Remote Code Execution: A Reachability-Based Audit Methodology for Agentic AI Systems
  Background. LLM agents — systems that plan, call tools, browse, execute code, and act with delegated credentials — collapse a boundary conventional software security has relied on for decades: the separation between the channel carrying instructions and the ch…
  datacite Shrivastava, Vinayak, Sharma, Simran 2026 置信度 0.66
• COORDINATION AND COMMUNICATION PROTOCOLS FOR MULTI-AGENT FINANCIAL AI SYSTEMS IN AUTOMATED TRADING
  The opacity of machine learning models in automated financial trading remains a fundamental challenge, further exacerbated in multi-agent systems by information decay and the lack of formal coordination mechanisms. More recent LLM-based models, including Sleip…
  datacite Sholpan Sabidolda, Tolegen Akhmetov, Yerasyl Sabyrbek, Igimbayeva Aisulu 2026 置信度 0.66 AI, multi-agent financial systems, automated trading
• COORDINATION AND COMMUNICATION PROTOCOLS FOR MULTI-AGENT FINANCIAL AI SYSTEMS IN AUTOMATED TRADING
  The opacity of machine learning models in automated financial trading remains a fundamental challenge, further exacerbated in multi-agent systems by information decay and the lack of formal coordination mechanisms. More recent LLM-based models, including Sleip…
  datacite Sholpan Sabidolda, Tolegen Akhmetov, Yerasyl Sabyrbek, Igimbayeva Aisulu 2026 置信度 0.66 AI, multi-agent financial systems, automated trading
• Operationalizing the EU AI Act through eIDAS Trust Services Primitives: A Reference Mapping for High-Risk AI Systems
  What is new in v2.0 (CSI derivative). This version is a leaner venue derivative of the v1.x preprint line, prepared for submission to Computer Standards & Interfaces (Elsevier). The intellectual contribution is the same standards-gap reference mapping; v2.0 re…
  datacite Sokolov, Anton 2026 置信度 0.66 EU AI ActeIDAStrust servicescryptographic attestationAI governance
• Operationalizing the EU AI Act through eIDAS Trust Services Primitives: A Reference Mapping for High-Risk AI Systems
  v1.0 preprint (17 May 2026) of Operationalizing the EU AI Act through eIDAS Trust Services Primitives: A Reference Mapping for High-Risk AI Systems. This working paper maps selected high-risk obligations in Regulation (EU) 2024/1689 (the EU AI Act) to cryptogr…
  datacite Sokolov, Anton 2026 置信度 0.66 EU AI ActeIDAStrust servicescryptographic attestationAI governance
• Operationalizing the EU AI Act through eIDAS Trust Services Primitives: A Reference Mapping for High-Risk AI Systems
  Version 1.1-preprint update. v1.1 strengthens §3.6 (crypto agility and post-quantum readiness) with the European Commission PQC coordinated-roadmap Recommendation and Estonia's April 2026 ROAD2PQ national migration roadmap. The revision frames CADI/CBOM and cr…
  datacite Sokolov, Anton 2026 置信度 0.66 EU AI ActeIDAStrust servicescryptographic attestationAI governance
• Operationalizing the EU AI Act through eIDAS Trust Services Primitives: A Reference Mapping for High-Risk AI Systems
  What is new in v2.0.1 (CSI derivative — DOI typo fix). Errata-only republish over v2.0-csi: the §1 footnote's Zenodo DOI references are now correct (concept DOI 10.5281/zenodo.20257971; v1.1 versioned DOI 10.5281/zenodo.20265919). All other content is identica…
  datacite Sokolov, Anton 2026 置信度 0.66 EU AI ActeIDAStrust servicescryptographic attestationAI governance
• Writability to Predictability: Structural Principles for Building-Scale AI Software Engineering
  Writability — whether an agent can produce a working artifact to a specification — is largely solved at house scale. Predictability — whether an agent system, holding specification and process fixed, converges on the same artifact up to bounded equivalence at …
  datacite Jongmyoung, Ok 2026 置信度 0.66 Software engineeringArtificial intelligenceComputer science
• IN SILICO EXPERIMENTS: Corpus di affermazioni che tentano un'unificazione di altissimo livello tra Geometria Algebrica, Fisica Teorica (Gravità Quantistica e Sistemi Quantistici) e Analisi Spettrale
  Piccola bibliografia iniziale: Usai, L. (2024). Il Paradigma Sardo-Corso-Atlantideo (PSCA). Editore/Piattaforma di pubblicazione autonoma. 1. Usai, L. (2026). La Memoria Metallurgica Inconscia: Il Simbolo di Atena Tritonide e le Volute Scitiche nel Ferro Battu…
  datacite Usai, Luigi 2026 置信度 0.66
• IN SILICO EXPERIMENTS: Corpus di affermazioni che tentano un'unificazione di altissimo livello tra Geometria Algebrica, Fisica Teorica (Gravità Quantistica e Sistemi Quantistici) e Analisi Spettrale
  Piccola bibliografia iniziale: Usai, L. (2024). Il Paradigma Sardo-Corso-Atlantideo (PSCA). Editore/Piattaforma di pubblicazione autonoma. 1. Usai, L. (2026). La Memoria Metallurgica Inconscia: Il Simbolo di Atena Tritonide e le Volute Scitiche nel Ferro Battu…
  datacite Usai, Luigi 2026 置信度 0.66
• The Agentic R&D Decalogue: Ten Principles for Human-Agent Collaboration in Scientific Research
  This paper proposes a decalogue for agentic R&D: ten principles for human-agent collaboration that preserve scientific integrity, accelerate discovery, and distribute the benefits of AI-assisted research equitably.
  datacite Rodrigo-Ginés, Francisco-Javier, Chamorro-Padial, Jorge 2026 置信度 0.66 Agentic AIScientific ResearchHuman-Agent CollaborationResearch IntegrityOpen Science
• The Agentic R&D Decalogue: Ten Principles for Human-Agent Collaboration in Scientific Research
  This paper proposes a decalogue for agentic R&D: ten principles for human-agent collaboration that preserve scientific integrity, accelerate discovery, and distribute the benefits of AI-assisted research equitably.
  datacite Rodrigo-Ginés, Francisco-Javier, Chamorro-Padial, Jorge 2026 置信度 0.66