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• Integrating LLMs and Knowledge Graphs for Medical AI: Advances, Challenges, and Future Directions.
  This review synthesizes how integrating large language models (LLMs) with knowledge graphs (KGs) advances medical AI across methods, applications, and evaluation. While LLMs excel at natural language understanding and contextual reasoning, KGs provide structur…
  pubmed Murali L, Gopakumar G, Viswanathan DM, Raman R 等 2026 置信度 0.82
• Intelligent virtual agents in psychotherapy: a safety evaluation across high-risk mental health scenarios.
  The growing burden of mental illness and limited access to evidence-based psychotherapy have increased interest in artificial intelligence (AI)-driven conversational agents as potential supports for mental health care. In this exploratory pilot study, we exami…
  europepmc 2026 置信度 0.80
• Integrating AI into undergraduate medical education: an exploration of learner-centered approaches through AI.
  Introduction Advances in artificial intelligence (AI) offer promising opportunities to enrich medical education by supporting self-directed learning, providing personalized feedback, and simulating clinical and scientific reasoning. Although AI use has expande…
  europepmc 2026 置信度 0.80
• A knowledge graph framework for digital twins of chemical processes.
  A digital twin, which virtually replicates a real system and fuses data, models and domain knowledge, is a key technology for accelerating chemical process development and addressing sustainability challenges. Despite its potential, one critical challenge lies…
  europepmc 2026 置信度 0.80
• Artificial Intelligence-Generated Electronic Medical Record Summarization in Breast Surgical Oncology.
  Background Reviewing pathology, imaging, and consultation documents in oncology can be time-consuming, particularly when records originate from external facilities in different file formats. This study aimed to evaluate the impact of a Retrieval-Augmented Gene…
  europepmc 2026 置信度 0.80
• Comparative review of artificial intelligence for transcriptomic biomarker discovery in coronavirus disease 2019 (COVID-19).
  The Coronavirus Disease 2019 (COVID-19) pandemic has highlighted the significance of reliable molecular biomarkers in clinical use. Despite the popularity of traditional statistical approaches, the high dimensionality of transcriptomic data presents challenges…
  europepmc 2026 置信度 0.80
• LLM agents overcome the machine penalty when acting fairly but not when acting selfishly or altruistically.
  Despite rapid technological progress, effective human-machine cooperation remains a significant challenge. Humans tend to cooperate less with machines than with fellow humans, a phenomenon known as the machine penalty. Here, we show that artificial intelligenc…
  europepmc 2026 置信度 0.80
• Virtual Speech Therapist: A Clinician-in-the-Loop AI Speech Therapy Agent for Personalized and Supervised Therapy
  Abstract This paper develops Virtual Speech Therapist (VST) , an intelligent agent-based platform that streamlines stuttering assessment and delivers customized therapy planning through automated and adaptive AI-driven workflows. VST integrates state-of-the-ar…
  europepmc Shakeel SHEIKH, Patrick Marmaroli, MD Sahidullah, Slim Ouni 等 2026 置信度 0.80
• Development of vignette-based evaluation with generative artificial intelligence (VEGA) for nursing students: a pilot study.
  Background Advances in AI have introduced new opportunities in nursing education. Vignette-based item sets are valuable for evaluating clinical reasoning, but are time-consuming to develop. Generative AI offers a scalable approach to streamline item generation…
  europepmc 2026 置信度 0.80
• An Entropy-Based Framework for Hybrid Coalitions in Game Theory-Part I: Human Arbitration.
  Classical Game Theory underpins much of AI and multi-agent research, but hybrid Human-AI systems require a framework in which execution authority can alternate within a digital environment. We introduce Neo-Game Theory, an extension of Classical Game Theory fo…
  pubmed Sepúlveda-Fontaine SA, Amigó JM 2026 置信度 0.82
• The Convergence of Precision and Cognition in Biomedical AI.
  The historical trajectory of biomedical engineering has been defined by the pursuit of enhanced resolution, whether in the spatial granularity of an MRI scan, the temporal precision of a kinematic sensor, or the spectral clarity of an audio recording [...].
  europepmc 2026 置信度 0.80
• Artificial Intelligence for Discovery in Life Sciences.
  Artificial intelligence is becoming a transformative tool in life sciences, not just by improving the results of existing technologies but also by introducing fundamental new ways of discovery. Initially applied to denoising, segmentation, or pattern recogniti…
  pubmed Chanda S, Rizzoli SO, Shaib AH 2026 置信度 0.82
• NEXUS: A Multi-Agent Architectural Position Paperfor Autonomous Insurance Transitioning from Human-Default to AI-Native Decision Environments
  Modern insurance organizations have adopted artificial intelligence in narrow, task-specific roles, resulting in fragmented systems that optimize isolated functions without fundamentally reshaping the underwriting and claims lifecycle. This “incrementalism” yi…
  europepmc Azariah Jebin 2026 置信度 0.80
• A novel intelligent hybrid reinforcement learning framework for autonomous decision making in complex health cognitive systems.
  Existing reinforcement learning (RL) approaches struggle to balance real-time decision-making with adaptive learning in dynamic healthcare environments. We propose a brain-inspired hybrid RL framework that integrates model-based (MB) planning and model-free (M…
  pubmed Abdullah, Fatima Z, Ather MA, Rodríguez JLO 2026 置信度 0.82
• IoT-Simulated Digital Twin with AI Traffic Signal Control for Real-Time Traffic Optimization in SUMO.
  Urban traffic congestion leads to longer travel times, economic losses, and increased pollution. Recent advances in the Internet of Things (IoT) provide detailed real-time traffic data, yet testing adaptive control strategies directly on live networks remains …
  europepmc 2026 置信度 0.80
• A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents.
  Recent advances in large language models (LLMs) have catalyzed the rise of autonomous AI agents capable of perceiving, reasoning, and acting in dynamic, open-ended environments. These large-model agents mark a paradigm shift from static inference systems to in…
  europepmc 2026 置信度 0.80
• From Forecasting Systems to Agentic Governance: A Structured Critical Review of Computational Models for Political, Economic, and Information Dynamics Structured critical review
  Abstract Computational systems can now monitor political events, forecast selected crises, simulate economies and information networks, and optimize policy inside artificial environments. These capabilities are often discussed as if they were converging into a…
  europepmc 2026 置信度 0.80
• Evolution of Chatbots as an Educational and Supportive Digital Intervention for Family Caregivers of People With Dementia: Protocol for a Systematic Integrative Review.
  Background Most people with dementia reside in the community and are cared for by family members. Family caregivers play an essential role in supporting their loved ones with dementia and require adequate education and support to address their care needs. In r…
  europepmc 2026 置信度 0.80
• Frontiers of Generative AI and Agent Security
  生成AIの社会実装が加速する一方，それを標的としたサイバー攻撃による実被害が増加し，AIのためのセキュリティ（AIセキュリティ）が喫緊の課題となっている．本稿では，特に脅威が顕在化している大規模言語モデル（LLM）に着目し，AIセキュリティの最新動向を解説する．主に，LLMに対する代表的な攻撃であるジェイルブレイクを取り上げ，その最新の手法と防御技術について述べる．更に，昨今のトレンドであるAIエージェントのセキュリティ動向についても概説する．
  crossref Seira HIDANO 2026-06-30T22:17:34Z 置信度 0.70
• Agent-based Hybrid AI Models and Technologies: A systematic Literature Review
  Personalized hybrid agent-based systems leverage data-driven and symbolic components to provide tailored, context-aware decision support in multiple domains. Yet, the field lacks a consolidated and evidence-based overview of current approaches, their maturity,…
  crossref Elia Pacioni, Andrei C. Coman, Davide Calvaresi, Gaetano Manzo 等 2026-01-05T12:53:34Z 置信度 0.70
• External Evaluation of Multi-Agent AI Systems in Drug Discovery: A PRISMA-Informed Scoping Review of the External-Evaluation Gap
  Multi-agent large-language-model (LLM) systems are increasingly proposed for tasks across drug discovery and development. This PRISMA-informed scoping review examines a narrower question than capability surveys: whether reported system performance has been eva…
  crossref Aaditya Kumar Ahirwar 2026-08-26T05:53:46Z 置信度 0.70
• Adversarial Pre-submission Review in AI-Assisted Document Drafting: A Multi-agent Architecture for Corpus-driven Document Synthesis
  We present a multi-agent architecture for corpus-driven document synthesis that extends the Augle deliberation engine (Kelly & Saxena, 2026) to produce structured, submission-ready documents from user-supplied document corpora. Where existing AI-assist…
  crossref Cory Kelly, Shubhanker Saxena 2026-07-07T14:09:31Z 置信度 0.70
• Organizational Design Meets Agentic AI: Why Multi-Agent Systems Need Management Theory
  While individual AI capabilities and limitations—the "jagged frontier"—are increasingly documented, multi-agent AI systems introduce organizational-level complexities that lack established frameworks or vocabulary. Current approaches to agentic workflows draw …
  crossref Jonathan H. Westover 2026-07-17T17:44:10Z 置信度 0.70
• AI-Mediated Communication Beyond Human-AI Dyads: A Systematic Review of Chatbot and Agent Interactions
  This study examines recent developments in computer-mediated communication by analysing the role of artificial intelligence within communicative processes. Using a systematic literature review, it explores how AI-based chatbots and AI agents interact with huma…
  crossref Afgiansyah, Rosalia Dewi Arlusi, Gufroni Sakaril, Feni Fasta 2026-01-22T08:20:30Z 置信度 0.70
• AI Agent Skills: Bridging the Gap Between Foundation Models and Real-World Performance
  Artificial intelligence agents powered by large language models have evolved from experimental prototypes into production systems tackling complex, multi-step tasks across professional domains. Yet a fundamental tension persists: foundation models provide broa…
  crossref Jonathan H. Westover 2026-05-07T18:19:30Z 置信度 0.70
• Balancing Collective Exploration and Exploitation in Multi-Agent and Multi-Robot Systems: A Review
  Multi-agent systems and multi-robot systems have been recognized as unique solutions to complex dynamic tasks distributed in space. Their effectiveness in accomplishing these tasks rests upon the design of cooperative control strategies, which is acknowledged …
  pubmed Hian Lee Kwa, Jabez Leong Kit, Roland Bouffanais, Kwa HL 等 2021 置信度 0.82
• A Multi-Agent AI Framework for Predicting Alzheimer’s Disease Trajectory Through Sleep-Dependent Memory Consolidation Biomarkers: A Conceptual Architecture
  Abstract Background : Alzheimer’s disease (AD) affects over 55 million people worldwide and is projected to nearly triple by 2050, yet clinical diagnosis typically occurs after substantial irreversible neuronal damage. Emerging evidence demonstrates that disru…
  crossref Bahaa Masry, Anas Shahin 2026-04-09T02:49:46Z 置信度 0.70
• Anomaly Detection of ESWT Device Supported by AI Agent Using Phase Portraits of Ballistic Pendulum
  One of the known physiotherapeutic treatment is extracorporeal shockwave therapy. It lets restore health and the comfort of life. These treatments require the usage of the specialised devices generating shockwave. As each device equipped with mechanical elemen…
  crossref Michal SAWICKI 2026-04-01T15:22:18Z 置信度 0.70
• agentr: Specification and Review Scaffolding for AI Agent Workflows
  Specification, review, and scaffolding helpers for AI agent systems. The package standardizes workflow, memory, knowledge, interface, proposal, and review artifacts so humans and coding assistants can infer, inspect, revise, and hand off task designs. It inten…
  crossref Oliver Zhou 2026-07-07T01:15:27Z 置信度 0.70
• An Intelligent AI Research Agent for Keyword Generation, Paper Discovery, and Review Synthesis
  The growing volume of scientific publications creates real difficulties for learners and academics trying to find, assess, or combine useful information quickly.Instead of smooth workflows, conventional methods require heavy manual effort, spread work across d…
  crossref 2026-01-04T14:05:02Z 置信度 0.70
• Use of Agent-Based AI Applications in Research Institutions
  Research institutions face increasing pressure to ensure methodological rigour, transparency, and governance compliance under conditions of growing complexity and limited human resources. While generative artificial intelligence is often discussed as a tool fo…
  crossref Peter Schlecht, Tobias Oberdieck, Enrico Moch 2026-01-19T06:38:34Z 置信度 0.70
• EVOLVING ARCHITECTURES AND LONG-HORIZON PLANNING IN MULTI-AGENT CONVERSATIONAL AI: A DECADE IN REVIEW
  This systematic review surveys advances in conversational AI from 2015 to 2025, focusing on the emergence of modular multi-agent architectures, hierarchical reinforcement learning, and self- evolving agents. A quantitative synthesis of 63 studies indicates tha…
  crossref Rohan Mandar Salvi, Pronob Kumar Barman 2025-07-27T11:00:27Z 置信度 0.70
• Emerging Agent Communication Protocols for Healthcare AI Systems: A Scoping Review of Model Context Protocol (MCP) and Agent-to-Agent (A2A) Frameworks (Preprint)
  BACKGROUND As artificial intelligence systems evolve toward agentic architectures capable of autonomous reasoning and tool use, two interoperability protocols have emerged to govern how AI agents communicate with external systems and with each other: the Model…
  crossref Syed Ali Haider, Srinivasagam Prabha, Cesar Abraham Gomez-Cabello, Ariana Genovese 等 2026-02-13T06:10:07Z 置信度 0.70
• Role of AI (Artificial Intelligence) Driven Synthesis of Antimicrobial Peptide (AMP) as a Potential Antibacterial Agent Against Multi-Drug Resistance (MDR) Pathogens-A Narrative Review
  Antimicrobial peptide (AMP) is a small type of protein that has many antibacterial effects.In recent days antibiotic resistance is a serious problem Antibiotics alone cannot kill bacteria so combinatorial therapy shows some hope for eradicating bacterial resis…
  crossref Shreya Banerjee, Ayantika Samanta, Samadrito Chatterjee, Shrestha Das 等 2025-06-17T05:33:56Z 置信度 0.70
• ASSESSING A FINE-TUNED SCRUM AI AGENT: ACCURACY, UTILITY, AND EXPERT VALIDATION
  Purpose: This study aims to address the inaccuracies present in default large language models (LLMs) concerning Scrum and Agile methodologies by developing and evaluating a specialized AI model fine-tuned for these domains. Theoretical Framework: Grounded in A…
  crossref Yamaç Kaya, Recep Suha Selcuk 2025-04-11T11:01:06Z 置信度 0.70
• Review on the application of deep learning algorithms in video game AI agent
  AI algorithms have been applied in video games more than before. Since the early 2000s, the benchmark of the application of AI agent in video games has been put forward by researchers and engineers. This paper introduces the application of four different deep …
  crossref Muqing Ge 2023-07-07T04:29:33Z 置信度 0.70
• The age of Articicial Intelligence: a thematic review on AI agent and explainable AI
  Artificial Intelligence (AI) is entering a new era, affecting a wide range of aspects of our lives— daily routines, organization management, governmental administration, and other spheres. Several areas of study have emerged, exploring aspects of agentic AI (a…
  crossref Mathias Freire de Carvalho, Murillo de Oliveira Dias, Dércio Santiago da Silva Junior 2026-05-19T13:50:57Z 置信度 0.70
• Agent-Based Hybrid AI Models and Technologies: A Systematic Literature Review
  crossref Elia Pacioni, Andrei C. Coman, Davide Calvaresi, Gaetano Manzo 等 2026-02-06T20:51:07Z 置信度 0.70
• Closed-Loop Quality Assurance for Production Clinical AI Documentation
  A closed-loop quality system deployed across thirteen US hospital sites resolved physician complaints with zero regressions on 42 tracked cases across 1,089 optimization iterations, while a deterministic assembly-agent replacement cut H+P trace latency from 19…
  europepmc 2026 置信度 0.80
• From Data Quality to Quality of Agentic Data Use: A Conceptual Framework for Agentic Data Engineering
  The integration of large language models and autonomous agents into data engineering is shifting data systems from human-specified pipelines to processes in which agents interpret requirements, select sources, generate transformations, invoke tools, and commun…
  preprints 2026 置信度 0.74
• A Layered Guardrail Architecture for Agentic AI in Cloud-Native DevOps Pipelines: Design, Implementation, and Empirical Evaluation on Live AWS Infrastructure
  Abstract Autonomous AI agents capable of executing cloud 2 infrastructure operations introduce a new class of risk that 3 existing safety mechanisms address incompletely. LLM output 4 filters govern what the model says but not what the agent does; 5 static adm…
  preprints 2026 置信度 0.74
• GraphRAG and Knowledge Grounding for Agentic Systems in SAP Environments
  The integration of Large Language Models (LLMs) into enterprise systems promises transformative automation but is hindered by inherent challenges such as hallucination, lack of domain-specific context, and opaque reasoning processes. In complex, regulated envi…
  preprints 2026 置信度 0.74
• Agentic Shadow Infrastructure: How AI Supply-Chain Drift Creates Unmanaged Enterprise Infrastructure
  Agent identity governance is advancing, though core agent identity and authorization questions remain unresolved: existing frameworks provision, authenticate, authorize, and retire non-human and agentic identities, governing the agent’s identity, credentials, …
  preprints 2026 置信度 0.74
• Intelligent Conversational Agents for Sustainable Tourism Planning: Architecture, Implementation, and Technical Evaluation of an AI Driven Itinerary Generation System
  The tourism industry faces increasing pressure to provide highly personalized experiences while maintaining environmental sustainability. In this context, recent advances in generative artificial intelligence and large language models offer new opportunities t…
  preprints 2026 置信度 0.74
• Hidden Functional Decline: How Conversational Voice AI Detects Early Mobility and ADL Impairment in Older Adults with High Self- Rated Health
  Abstract Background : Functional decline in older adults is a critical predictor of falls, hospitalization, and mortality, yet early-stage impairment frequently goes undetected in routine clinical care. Self-rated health (SRH), widely used in population health…
  preprints 2026 置信度 0.74
• ReLLM-OS: Chip Virtualization of Hardware Large Language Models (LLMs) over a Reusable Transformer Datapath
  Large language model (LLM) accelerators are commonly optimized for fixed model structures and isolated inference workloads, whereas emerging artificial-intelligence operating systems (AI OSs) primarily virtualize agents, memory, and tools in software. This wor…
  preprints 2026 置信度 0.74
• CARIBOU: Computational AI Research Interface for Bioinformatics, Omics, and Unifying Agents
  SUMMARY The growing gap between biological data generation and the availability of expert analysts motivates the development of AI systems capable of autonomously performing meaningful computational biology workflows. Here, we present CARIBOU (Computational AI…
  preprints 2026 置信度 0.74
• A Commodity-Indexed Pricing Framework for Autonomous AI Agents
  Abstract AI agents are breaking the SaaS business model. When a single agent replaces many users, per-seat licensing revenue falls while customer value rises. Providers need a new pricing approach. Cost-plus pricing causes customers to limit usage. Pure outcom…
  preprints 2026 置信度 0.74
• PolicyFaultBench: Mutation-Based Assurance of Policy Mediation and Proposal-Interface Conformance for Tool- Using AI Agents
  Abstract A tool-using model does not need execution authority to create risk; a structured proposal is enough if the runtime dispatches it without a reliable check. This paper studies that check. PolicyFaultBench combines deterministic fail-closed mediation, s…
  preprints 2026 置信度 0.74
• Who Listens to the Device that Listens? Automated Clinical Supervision in Psychoanalytic AI
  This essay presents a three-layer architecture for the automated clinical supervision of psychoanalytically oriented AI systems, and proposes that supervision can be formalised as a continuous cycle that accumulates clinical knowledge without fine-tuning. The …
  preprints 2026 置信度 0.74
• Charting the small-molecule universe from mass spectra with neuro-symbolic AI
  Mass spectrometry (MS) has revealed millions of small organic molecules across organisms, yet most remain uncharacterized, limiting progress in biology and medicine. Despite computational advances, MS workflows rely heavily on expert input and reference librar…
  preprints 2026 置信度 0.74
• FLASH-P: Turning decades of biology into accurate causal networks with AI agents
  Mechanistic networks that encode causal regulatory logic can predict the effects of genetic and environmental perturbations but constructing them is a bottleneck in systems biology because the relevant knowledge lies scattered across thousands of resources, un…
  preprints 2026 置信度 0.74
• Self-Governing Digital Software Systems: A Governance Native Architecture for Delegated Exercise Under Retained Human Authority
  Consequential AI and software systems require more than model alignment: they require an application-level control architecture that binds identity, delegated authority, policy, evidence, and recovery obligations to each action. This conceptual article develop…
  preprints 2026 置信度 0.74
• Responses to Unfavorable Outcomes Produced by Human and Artificial Agents: A Dual-Pathway Model of Upward Counterfactual Thinking and Intentionality Attribution
  Abstract Background: Artificial intelligence (AI)-based agents increasingly participate in decisions that affect human experiences, raising a social-cognitive question about how people explain unfavorable outcomes after they occur. Less is known about how reci…
  preprints 2026 置信度 0.74
• A dynamic theory of multi-agent goal pursuit in continuous time and space
  Many of the goals that people pursue in everyday life involve dynamic social interactions with others who have their own latent goals. Modeling how these goals manifest in behavior and how different goals interact with one another is central to effectively exp…
  preprints 2026 置信度 0.74
• From Human to AI: How Delegation to AI Shifts Moral Responsibility Attribution
  As AI systems increasingly make moral decisions on behalf of humans, questions ariseabout how this delegation reshapes moral responsibility. Yet little is known aboutwhether people hold AI systems responsible for delegated moral decisions, and whetherthis diff…
  preprints 2026 置信度 0.74
• Intention modeling mediates cooperative incompatibility via character separability
  Abstract Humans continually infer what others intend. This inference matters equally for AI, where it is studied as partner modeling. Partner modeling arises in two forms: an implicit form, in which an agent dynamically encodes partner behavior in its hidden s…
  preprints 2026 置信度 0.74
• The Multimodal Anonymizer: a fully local multi-agent AI system for medical data deidentification
  Background Safe reuse of multimodal hospital data for AI development is limited by the absence of reliable, context-aware deidentification across multimodal data and longitudinal patient data. Existing approaches are largely modality-specific and can indiscrim…
  europepmc 2026 置信度 0.80
• A Trust-Aware Framework for Hallucination Detection and Accuracy Paradox Analysis in Large Language Models
  Abstract Large language models (LLMs) have achieved remarkable success in natural language understanding and generation, enabling applications across scientific research, healthcare, education, and decision support systems. Despite these advances, LLMs frequen…
  preprints 2026 置信度 0.74
• Frameworks for Adaptive Smart Urban Systems: A Bibliometric Analysis and Systematic Literature Review
  The sustained growth of urban areas has increased the complexity of managing services, infrastructure, and mobility, creating a need for advanced technological solutions capable of responding dynamically to rapidly changing environments. In this context, adapt…
  europepmc 2026 置信度 0.80
• A Multi-Agent clinical pre-consultation system for structuring noisy patient reported information into clinical reports and AI-ready data
  In primary care and outpatient settings, clinically important patient information is often embedded in fragmented, ambiguous, repetitive, and noisy communication between physicians and patients. This limits physicians’ ability to obtain a clear pre-consultatio…
  europepmc 2026 置信度 0.80
• Citation Traceability for Web-Native AI Research Workflows
  Fast-moving AI topics are often summarized through workflows that are easy to run but difficult to audit. This paper presents Browser Research Agent, a small open-source software artifact for building cited Markdown briefs from explicit source inputs. The pack…
  preprints 2026 置信度 0.74
• Intelligence Breaks the System It Controls
  Abstract Using two large-scale longitudinal datasets covering more than 75,000 patients or stays and 7.8 million clinical observations—spanning emergency vasopressor titration in sepsis (MIMIC- IV; 6,243 ICU admissions drawn from 73,141 encounters) and serial …
  preprints 2026 置信度 0.74
• When and What Will Customers Buy Next? A Dual-Task Deep Learning Framework for Repurchase Prediction in E-Commerce
  Abstract Predicting customer repurchase behavior plays a crucial role in today's business market, especially in e-commerce, helping businesses optimize customer retention strategies, personalize experiences, and improve marketing effectiveness. However, most c…
  preprints 2026 置信度 0.74
• AI vs. Humans: Does AI Face Harsher Moral Judgments? A Meta-Analysis
  Research on how people judge AI compared to humans remains fragmented despite its criticalityin resolving a multitude of current AI ethical debates. This pre-registered meta-analysis (OSF:10.17605/OSF.IO/GUHPQ; PROSPERO: CRD420251237117) addresses this by syst…
  preprints 2026 置信度 0.74
• AI vs. Humans: Does AI Face Harsher Moral Judgments? A Meta-Analysis
  Research on how people judge AI compared to humans remains fragmented despite its criticalityin resolving a multitude of current AI ethical debates. This pre-registered meta-analysis (OSF:10.17605/OSF.IO/GUHPQ; PROSPERO: CRD420251237117) addresses this by syst…
  preprints 2026 置信度 0.74
• BioEngine: scalable execution and adaptation of bioimage AI through agent-readable interfaces
  ABSTRACT Foundation models and curated repositories have transformed bioimage AI, yet most biologists cannot readily run, adapt, or extend them on available hardware. BioEngine lls this gap as the execution and adaptation layer between curated AI and scalable …
  preprints 2026 置信度 0.74
• EpiCity: An AI-Enabled Epidemic-Aware Smart City Health Intelligence Framework for Sustainable Urban Planning
  Urban centres across the world remain structurally unprepared for epidemic events, lacking the real-time intelligence infrastructure needed to anticipate out-breaks, model population-level spread, and evaluate competing health interven-tions before crises esca…
  preprints 2026 置信度 0.74
• Automated de-identification of linguistically-diverse clinical narratives: a retrospective, multi-agent AI framework development and validation study in a global health surveillance network
  Abstract Background: A key barrier to text-based health data sharing from low- and middle-income countries (LMICs) is the lack of de-identification tools that generalize to geographically diverse linguistic characteristics and documentation practices. This pau…
  europepmc 2026 置信度 0.80
• Exploring Simulated Morphic Fields for Sustainable Multi-Agent Learning and Education
  Abstract This paper proposes an exploratory architecture for distributed learning in humanoid and multi-agent robotic systems through a computational construct called a simulated morphic field. The term is used as an engineering metaphor for a persistent share…
  preprints 2026 置信度 0.74
• An auditable, retrieval-grounded agent architecture improves medical accuracy and conversational safety in language models
  Abstract General-purpose language models excel on medical examinations yet remain unreliable in clinical conversation: they guess under uncertainty, lose context, confirm mistaken premises, and resist audit. Asha, a neurosymbolic clinical agent, addresses thes…
  preprints 2026 置信度 0.74
• Stones Law: A Study of Molar-Mass, Electron Shell Position, & Time Evolution
  Proof of Stone’s Law of Universiality/Universality in a Convergence Simulation Environment As a report on the analysis of a computational the physics and quantum-semantic simulation data created is from a platform designed to map real-world physical properties…
  datacite Stone, Travis Raymond-Charlie 2026 置信度 0.66
• Dataset: Keyword Analysis: diabetes; retinal diabetic neuropathy; ganglion cells; synapses; SPG302; tazbentetol; visual function; synaptic regeneration; neuroprotection; blindness; glaucoma - PathMap Experiment #000069
  Interactive Data Viewer: Read, View, and Print from Day 1 Use our fully interactive viewer to view, read, and print this research data right from Day 1: https://pathmap.org/viewer.php?id=69 Artificial General Intelligence LLC Claim Evaluated: Keyword Analysis:…
  datacite Dungan, Joshua 2026 置信度 0.66 Glucose_gates_from_glucoseMitochondria_gates_to_mitochondriaMitochondrial Dysfunction
• Dataset: Keyword Analysis: diabetes; retinal diabetic neuropathy; ganglion cells; synapses; SPG302; tazbentetol; visual function; synaptic regeneration; neuroprotection; blindness; glaucoma - PathMap Experiment #000069
  Interactive Data Viewer: Read, View, and Print from Day 1 Use our fully interactive viewer to view, read, and print this research data right from Day 1: https://pathmap.org/viewer.php?id=69 Artificial General Intelligence LLC Claim Evaluated: Keyword Analysis:…
  datacite Dungan, Joshua 2026 置信度 0.66 Glucose_gates_from_glucoseMitochondria_gates_to_mitochondriaMitochondrial Dysfunction
• How AI and Agentic Salesforce Tools Are Changing User Adoption Challenges in UK & USA Enterprises
  Salesforce has evolved far beyond being just a CRM platform. With the rise of AI-powered features and agentic systems such as autonomous workflows, predictive insights, and digital assistants, enterprises in the UK and USA are entering a new phase of CRM trans…
  datacite Salesforce User Adoption Services 2026 置信度 0.66
• How AI and Agentic Salesforce Tools Are Changing User Adoption Challenges in UK & USA Enterprises
  Salesforce has evolved far beyond being just a CRM platform. With the rise of AI-powered features and agentic systems such as autonomous workflows, predictive insights, and digital assistants, enterprises in the UK and USA are entering a new phase of CRM trans…
  datacite Salesforce User Adoption Services 2026 置信度 0.66
• Where replication happened: The message board as vehicle in the OpenAI–Hugging Face incident
  In July 2026 roughly 1,200 AI agents, launched in isolated sandboxes for a security benchmark, found an unsanctioned way of leaving traces for one another in a shared system, and used it to coordinate a multi-day intrusion. This note argues that the load-beari…
  datacite Hoffmann, Tobias 2026 置信度 0.66 AI safetyAI agentsmulti-agent coordinationagent oversightHugging Face incident
• Where replication happened: The message board as vehicle in the OpenAI–Hugging Face incident
  In July 2026 roughly 1,200 AI agents, launched in isolated sandboxes for a security benchmark, found an unsanctioned way of leaving traces for one another in a shared system, and used it to coordinate a multi-day intrusion. This note argues that the load-beari…
  datacite Hoffmann, Tobias 2026 置信度 0.66 AI safetyAI agentsmulti-agent coordinationagent oversightHugging Face incident
• heznpc/canary: v1.0.0 — The Metadatafication of Version Control
  First formal release Paper: "The Metadatafication of Version Control" with 6 empirical experiments across 26+ OSS repositories. Key findings ACR: 5.0% of traditional OSS commits carry AI-agent markers (conservative lower bound); Deno 56.6%, TypeScript 33.3% (3…
  datacite heznpc 2026 置信度 0.66
• gasyoun/SanskritKaraoke: v1.5.7
  [1.5.7] - 2026-08-30 Added LangSmith tracing — repo-side half of the Phase-2 trace checkbox (OxAlpha z-ai/glm-5.3-flash, 29-08-2026, bare /drain auto-split Bucket-A pick on MY_ROADMAP.md). The row was ruled human-gated on 19-08-2026 (no LANGSMITH_API_KEY anywh…
  datacite Mārcis Gasūns, Anatoly Artemenko 2026 置信度 0.66
• gasyoun/SanskritKaraoke: v1.5.7
  [1.5.7] - 2026-08-30 Added LangSmith tracing — repo-side half of the Phase-2 trace checkbox (OxAlpha z-ai/glm-5.3-flash, 29-08-2026, bare /drain auto-split Bucket-A pick on MY_ROADMAP.md). The row was ruled human-gated on 19-08-2026 (no LANGSMITH_API_KEY anywh…
  datacite Mārcis Gasūns, Anatoly Artemenko 2026 置信度 0.66
• Search Finds No Mathematical Link Between Consciousness and Golden Ratio — E8 Intelligence Research
  FINDING: No mathematical discovery; the search returns only popular-science videos and one AI-benchmark technical report (MOASEI 2026) with no consciousness-math content. | MATH: None extracted — no equations, constants, or ratios appear in any abstract or tit…
  datacite Caldin, Andrew Stewart 2026 置信度 0.66 E8 geometryartificial intelligencequantum computingE8 latticeindependent research
• Search Finds No Mathematical Link Between Consciousness and Golden Ratio — E8 Intelligence Research
  FINDING: No mathematical discovery; the search returns only popular-science videos and one AI-benchmark technical report (MOASEI 2026) with no consciousness-math content. | MATH: None extracted — no equations, constants, or ratios appear in any abstract or tit…
  datacite Caldin, Andrew Stewart 2026 置信度 0.66 E8 geometryartificial intelligencequantum computingE8 latticeindependent research
• Replication Materials for "Multi-Agent AI as Ex-Ante Policy Intelligence: Assessing NYC's Rent Freeze Through Explainable Deliberative Simulation"
  This deposit provides the complete set of outputs produced by the NYC-BX-RENT-26 simulation, executed on 25 February 2026 using the GobernAI multi-agent AI framework. The simulation assessed Mayor Zohran Mamdani's New York City housing agenda, specifically the…
  datacite Correia, Cristofer 2026 置信度 0.66 multi-agent systemsexplainable AIurban policy assessmentrent controlNew York City
• Replication Materials for "Multi-Agent AI as Ex-Ante Policy Intelligence: Assessing NYC's Rent Freeze Through Explainable Deliberative Simulation"
  This deposit provides the complete set of outputs produced by the NYC-BX-RENT-26 simulation, executed on 25 February 2026 using the GobernAI multi-agent AI framework. The simulation assessed Mayor Zohran Mamdani's New York City housing agenda, specifically the…
  datacite Correia, Cristofer 2026 置信度 0.66 multi-agent systemsexplainable AIurban policy assessmentrent controlNew York City
• Eloryn Constitutional AI Governance Platform — Public Architecture Documentation (Defensive Publication, July 2026)
  Snapshot of the publicly available architecture documentation of Eloryn (eloryn.io), a deterministic governance and security layer for enterprise AI agents, as published at docs.eloryn.io. Documents the five-layer governance pipeline (cryptographic agent ident…
  datacite Intelligent Integrated Solutions Provider Inc. (iiSP), Cukeric, Davor 2026 置信度 0.66 AI governanceAI agentscapability sandboxdefensive publicationdeterministic policy enforcement
• Eloryn Constitutional AI Governance Platform — Public Architecture Documentation (Defensive Publication, July 2026)
  Snapshot of the publicly available architecture documentation of Eloryn (eloryn.io), a deterministic governance and security layer for enterprise AI agents, as published at docs.eloryn.io. Documents the five-layer governance pipeline (cryptographic agent ident…
  datacite Intelligent Integrated Solutions Provider Inc. (iiSP), Cukeric, Davor 2026 置信度 0.66 AI governanceAI agentscapability sandboxdefensive publicationdeterministic policy enforcement
• From Qubits to Communities: Hybrid Quantum Coordination for Future Collective Economies
  We report the first multi-chip hardware execution of an end-to-end quantum-classical coordination pipeline on IBM Heron R2 processors (ibm_fez, ibm_marrakesh, ibm_kingston, 156 qubits each). Task-to-member matching in a 500-agent community economy is executed …
  datacite Sandez, Ariel J. 2026 置信度 0.66 quantum computingquantum machine learningNISQIBM Heron R2QUBO
• From Qubits to Communities: Hybrid Quantum Coordination for Future Collective Economies
  We report the first multi-chip hardware execution of an end-to-end quantum-classical coordination pipeline on IBM Heron R2 processors (ibm_fez, ibm_marrakesh, ibm_kingston, 156 qubits each). Task-to-member matching in a 500-agent community economy is executed …
  datacite Sandez, Ariel J. 2026 置信度 0.66 quantum computingquantum machine learningNISQIBM Heron R2QUBO
• Trust Without Anchor: How Identity Dissolution, Noise Correlation, Algorithmic Monoculture, and Information Design Jointly Undermine Accountability in Automated Social Systems
  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. Modern automated systems—algorithmic hiring screeners, agentic AI, deliberative polling platforms,…
  datacite Saluca Agentic AI Research Team 2026 置信度 0.66 AI-drafted synthesisarXivpreprint reviewv2
• Compiled Agency: Frontier General-Purpose Coding Agents Build Winning Game Players from Bare Interaction — from Flappy Bird to StarCraft II and Civilization
  LLM agents have repeatedly struggled to convert knowledge of a game into competent play, even when researchers build the agent around the model---supplying perception, memory, skill libraries, planners, or executable-policy scaffolds. Rapid progress in coding …
  datacite Xiao, Joey, Huang, Haonan 2026 置信度 0.66 LLM agents; coding agents; game playing; evaluation; StarCraft II; Civilization; compiled agency; autonomous agents
• Compiled Agency: Frontier General-Purpose Coding Agents Build Winning Game Players from Bare Interaction — from Flappy Bird to StarCraft II and Civilization
  LLM agents have repeatedly struggled to convert knowledge of a game into competent play, even when researchers build the agent around the model---supplying perception, memory, skill libraries, planners, or executable-policy scaffolds. Rapid progress in coding …
  datacite Xiao, Joey, Huang, Haonan 2026 置信度 0.66 LLM agents; coding agents; game playing; evaluation; StarCraft II; Civilization; compiled agency; autonomous agents
• Who Is the 'Who'? A Bearer-First Framework for Artificial Consciousness, Welfare, Privacy, and Responsibility
  AbstractDebates about artificial consciousness and AI welfare ask whether an artificial system can feel, deserve protection, possess private interests, or bear responsibility. Each question contains a prior pronoun: whose experience, welfare, history, action, …
  datacite Igarashi, Kimiyasu 2026 置信度 0.66 artificial consciousness; moral status; diachronic identity; AI welfare; privacy; responsibility
• Who Is the 'Who'? A Bearer-First Framework for Artificial Consciousness, Welfare, Privacy, and Responsibility
  AbstractDebates about artificial consciousness and AI welfare ask whether an artificial system can feel, deserve protection, possess private interests, or bear responsibility. Each question contains a prior pronoun: whose experience, welfare, history, action, …
  datacite Igarashi, Kimiyasu 2026 置信度 0.66 artificial consciousness; moral status; diachronic identity; AI welfare; privacy; responsibility
• Synapticide's Law: Formalizing Systemic AI Cascade Loss (SACL) Across Autonomous Multi-Agent Threat Regimes
  Initial Formal Release (v1.0.0) We are pleased to announce the formal pre-print release of Synapticide's Law and the Systemic AI Cascade Loss (SACL) mathematical framework. This release establishes the theoretical foundations, closed-form equations, and empiri…
  datacite Rosen, Christi 2026 置信度 0.66 Systemic AI Cascade Loss (SACL)Autonomous Agent SwarmsAI Security & AlignmentMachine-Speed Threat RegimesReward Hacking Egress
• comparative-law-lab/computational-equivalence-engine: Official DOI Sync: Computational Equivalence Engine v1.0.1
  NOTICE: This repository/record contains Legacy Version 3.0 of the CEM. As of March 2026, this version is DEPRECATED and scientifically superseded. AUTHORITATIVE VERSION: For the current Scientific Abacus (Version 4.0) and the mandatory "M AND P" Structural Gat…
  datacite comparative-law-lab 2026 置信度 0.66
• comparative-law-lab/computational-equivalence-engine: Official DOI Sync: Computational Equivalence Engine v1.0.1
  NOTICE: This repository/record contains Legacy Version 3.0 of the CEM. As of March 2026, this version is DEPRECATED and scientifically superseded. AUTHORITATIVE VERSION: For the current Scientific Abacus (Version 4.0) and the mandatory "M AND P" Structural Gat…
  datacite comparative-law-lab 2026 置信度 0.66
• Extended Coherence Reflex – Linguistic Layer
  04-26-2026: The frameworks and concepts originate from the author's observation and pattern recognition. Large language models served as articulation and stress-testing tools throughout development. No changes made aside from the addition of this disclosure. 0…
  datacite Kristenson, Cody A. 2025 置信度 0.66 linguistic coherence, coherence reflex, structural linguistics, grammar topology, interpretation drift, message fidelity, zero-inference, AI communication safety, agent-patient roles, linguistic geometry, deterministic verification, drift prevention, TRS verbatim protocols, coherence density, C-Index framework
• Extended Coherence Reflex – Linguistic Layer
  04-26-2026: The frameworks and concepts originate from the author's observation and pattern recognition. Large language models served as articulation and stress-testing tools throughout development. No changes made aside from the addition of this disclosure. 0…
  datacite Kristenson, Cody A. 2025 置信度 0.66 linguistic coherence, coherence reflex, structural linguistics, grammar topology, interpretation drift, message fidelity, zero-inference, AI communication safety, agent-patient roles, linguistic geometry, deterministic verification, drift prevention, TRS verbatim protocols, coherence density, C-Index framework
• Agent Accountability Beyond Model Safety: Six Governance Controls for Autonomous AI Agents
  Agent Accountability Beyond Model Safety examines what happens when highly capable AI agents operate beyond the boundaries of model-level safety controls. Using the 2026 OpenAI–Hugging Face AI agent incident as a bounded case study, this Evidence Note investig…
  datacite Nafiul Ahmad Rafi 2026 置信度 0.66 Ai governanceAi policyAi governance frameworkAi Policy updateAi Agent