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• Containment Control of Nonlinear Multi-Agent Systems: An Output Regulation Approach
  This paper studies the output containment control problem for a class of nonlinear multi-agent systems under directed communication graphs. By constructing a containment error based on the Laplacian matrix, the containment control objective is equivalently tra…
  crossref Jingyi Hua, Xiaoming Su, Adiya Bao 2026-06-15T19:44:57Z 置信度 0.70
• A Travel Planning Assistant Based on CrewAI Multi-Agent System
  crossref Ye Chen, Chengzhang Qu 2026-08-21T19:09:49Z 置信度 0.70
• Oncoverse: A Multi-Agent Conversational System for Breast Cancer Detection
  Accurate diagnosis of breast cancer is essential, along with clinical understanding to facilitate prompt decision-making. This research introduces a multi-agent dialogue diagnostic system that combines deep learning, knowledge graphs, and reasoning generated b…
  crossref Sharanya Acharya, Yami Sunil, Poshika Reddy, Padmavathy T 2026-05-08T19:36:50Z 置信度 0.70
• An Adaptive Preference Joint Ant Colony System for Multi-Objective Multi-Agent Pickup and Delivery
  crossref Yu-Ze Li, Xiao-Fang Liu, Zhi-Hui Zhan, Jun Zhang 2026-07-06T19:42:39Z 置信度 0.70
• Intermediate Variable Estimator Based Fault-Tolerant Formation Control of Multi-Agent Hofa Systems
  This paper presents a fault-tolerant formation control framework for multi-agent high-order fully actuated (HOFA) systems by incorporating an intermediate variable estimator (IVE). The proposed IVE avoids the classical observer matching conditions and enables …
  crossref Shiyu Han, Guangren Duan 2026-06-15T19:44:57Z 置信度 0.70
• Debating to verify: A robust and explainable multi-agent LLM system for fact-checking
  Large language models have advanced automated fact verification, yet single-agent prompting remains prone to hallucination, while fine-tuned models suffer from limited scalability and cross-domain generalization. This paper proposes FC-MAD, a training-free mul…
  crossref Thuy-A Nguyen, Bay Vo, Thien Khai Tran 2026-05-29T07:07:58Z 置信度 0.70
• Can One Agent Restore Another? Multi-Agent Verification Through Independent Constraint Sources
  Abstract Autonomous multi-agent systems require reliable mechanisms for verifying and recovering agent behavior when individual agents enter persistent failure states. We study whether one language-model agent can restore another through an independent constra…
  crossref Simin Yuan 2026-08-13T04:18:54Z 置信度 0.70
• Why One Agent Is Never Enough: A Multi-Agent Architecture for Infrastructure Observability
  Single-agent LLM systems hit reliability ceilings when applied to production infrastructure observability tasks. Context windows fill during multi-system investigations, tool sets grow large enough to induce hallucinated tool calls, and failure modes become di…
  crossref Kinjal Vaishnav 2026-07-31T05:26:02Z 置信度 0.70
• A Multi-LLM Agent System for Modular Ontology Population: A Case Study on ADHD
  crossref Ibrahim Traore, Yassine Belmabrouk, Imen Megdiche, Abdel-Rahman Tawil 等 2026-03-15T05:35:12Z 置信度 0.70
• Multi-Agent Systems have Some More to Learn from Human Multi-Agent Systems
  In building more intelligent systems, should the goal be to enhance the capabilities of individual large models, or to compose a distributed intelligence from cooperating agents? Continuously improving individual models has produced savant-like behavior in man…
  crossref Brian Riordan, Peter Bosch, Arash Salarian, Mike Saeks 等 2026-05-19T17:12:52Z 置信度 0.70
• Stability Bounds for Fractional PID Cooperative Control of a Multi-Agent Rigid Body System with Undirected and Directed Communication Networks
  Two strategies for fractional order PI�D cooperative control of a multi-agent rigid body system are considered assuming both undirected and directed communication networks as well as rational Caputo fractional derivative and integral orders. The rigid body pos…
  crossref Eric A. Butcher, Mohammad Maadani 2026-01-29T10:19:56Z 置信度 0.70
• Enhancing sentiment analysis accuracy: strategic pre-calibration to mitigate anchoring bias
  Abstract In this study, we explore the concept of anchoring bias in the context of sequential sentiment analysis of review corpora. We introduce a novel approach that involves using a carefully selected, limited group of reviews at the beginning of the annotat…
  crossref Jonathan Schler, Idan Toker, David Sarne 2026-07-25T06:46:57Z 置信度 0.70
• AEGIS-RL: Abstract, Explainable Graphs for Integrated Safety in RL
  Abstract Ensuring the safety of reinforcement learning (RL) policies in high-stakes environments requires more than formal verification: it needs interpretability and targeted falsification—the deliberate search for counter-examples that expose potential failu…
  crossref Tuan Le, Risal Shefin, Debashis Gupta, Thai Le 等 2026-06-09T02:52:29Z 置信度 0.70
• Assisting multi-agent systems design with $$\mathcal {M}OISE^+$$ and MARL: The MAMAD method
  crossref Julien Soulé, Jean-Paul Jamont, Michel Occello, Louis-Marie Traonouez 等 2026-04-11T09:25:16Z 置信度 0.70
• A LangGraph-Orchestrated Multi-Agent Framework for Automated Multimedia Production
  The increasing demand for rapid, high quality social media content necessitates automated multimodal generation systems. This paper presents an advanced multiagent AI driven automated content creation pipeline that transforms technology news into comprehensive…
  crossref Samyak Varia, Ishanvi Singh, Aswathy K Cherian 2026-04-13T19:35:25Z 置信度 0.70
• Agentic and Generative AI Based Multi-Agent System for Intelligent Customer Ticket Management
  crossref 2026-03-28T12:45:46Z 置信度 0.70
• FELA: A Multi-Agent Evolutionary System for Feature Engineering of Industrial Event Log Data
  Event log data, recording fine-grained user actions and system events, represent one of the most valuable assets for modern digital services. However, the complexity and heterogeneity of industrial event logs--characterized by large scale, high dimensionality,…
  crossref Kun Ouyang, Haoyu Wang, Dong Fang 2026-08-12T19:23:41Z 置信度 0.70
• CowNet-AI: A Multi-Agent, Explainable Decision Support System for Social Network Analysis and Welfare Management in Dairy Cattle
  Dairy farms increasingly deploy sensor networks that capture high-frequency behavioral and spatial data, yet transforming these multimodal streams into actionable welfare insights remains difficult. This work presents CowNet-AI, a modular, multi-agent conversa…
  crossref Tahseen Shanteer, Kashfia Sailunaz, Suresh Raja Neethirajan 2026-01-09T21:35:38Z 置信度 0.70
• Robust Cooperative Control Strategy for ESC and TVC of Distributed-driven Vehicles Based on Multi-agent System
  摘要： 随着新能源汽车技术的高速发展，分布式驱动架构展现出巨大的性能潜力，推动了扭矩矢量控制（Torque vector control,TVC）、电子稳定性控制（Electronic stability control,ESC）等关键技术的研究。不同于传统车辆，分布式驱动车辆的核心优势，是同时具备高精度动力学控制能力与高效的稳定性调控能力。与之对应的，TVC精准调控动力性能以及ESC保障车身横摆稳定，迫切需要功能融合与协同调控，以响应分布式驱动车辆横摆操纵性与横向稳定性两大核心需求。针对前述功能协同需求，考虑了T…
  crossref 2026-08-12T06:57:23Z 置信度 0.70
• Operationalizing Expert Knowledge in Construction Safety Training Through a Constraint-Guided Multi-Agent LLM System
  Automating knowledge-intensive workflows in construction requires information technology systems that can reliably execute expert judgment across sequential, interdependent tasks. This paper developed and evaluated a constraint-guided, multi-agent LLM architec…
  crossref Farouq Sammour, Yuxin Zhang, Xi Wang, Mo Hu 等 2026-04-09T23:38:02Z 置信度 0.70
• Multi-Agent AI Learning Assistant for Human Building Interaction: System Architecture and Preliminary Performance
  Human-Building Interaction (HBI) has emerged as a key domain within building science - typically encompassing civil/architectural engineering and architecture - in the past decade, as its potential to improve building performance by integrating human dynamics …
  crossref Wooyoung Jung, Namgyun Kim 2026-06-09T07:52:59Z 置信度 0.70
• STALAgent: A Multi-Agent System Based on Large Language Model (LLM) for Steel and Alloy Design
  The design of steel and alloy materials is of critical importance across a wide range of industrial applications; however, effective intelligent agent-based assistants for this domain remain limited. To address this gap, we introduce STALAgent, a large languag…
  crossref Jiayi Qiu, Youle Wang, Fan Jiang, Song Wei 等 2026-03-23T12:25:32Z 置信度 0.70
• Matrix-Weighted Consensus of Second-Order Discrete-Time Multi-Agent Systems Without Velocity Transmission
  This paper studies the matrix-weighted consensus issues for second-order multi-agent systems under directed network topologies, where velocity information is not transmitted. A distributed control protocol is designed using only relative position information a…
  crossref Tianyi Tang, Huaibin Tang 2026-06-15T19:44:57Z 置信度 0.70
• ConcordAI: A Multi-Agent Conversational System for Conflict Mediation
  crossref Gunda Rama Praneetha, Archit Gupta, Rounaq Moin, A. Maria Nancy 等 2026-07-28T19:09:47Z 置信度 0.70
• Improving news prediction through multi-agent system
  crossref Boutheina Smine, Marouene Chaieb, Emna Khlifi, Mourad Kraiem 等 2026-08-06T15:19:02Z 置信度 0.70
• A Cognitive Multi-Agent System for Formula 1 Sports Analytics
  crossref Naila Marir, Albatool Moathen, Sarah Alshareef, Soumaya Ishaq 2026-07-07T19:42:52Z 置信度 0.70
• Fully Distributed Prescribed-Time Synchronization of Linear Multi-Agent Systems With Actuator Bias Faults
  This paper investigates the prescribed-time synchronization problem for a class of identical linear multi-agent systems subject to bounded actuator bias faults over directed strongly connected graphs. A smooth linear time-varying protocol is proposed, with the…
  crossref Guanzhi Liu, Kai Zhang 2026-06-15T19:44:57Z 置信度 0.70
• Adaptive consensus of nonlinear multi-agent system under matrix weighted network
  This study examines the adaptive consensus problem for nonlinear multi-agent systems under matrix weighted network topology. To establish the consensus problem for such networks, we derive a fundamental eigenvalue inequality for positive semi-definite matrices…
  crossref Sungryul Lee 2026-08-23T22:09:53Z 置信度 0.70
• Acknowledgments
  crossref 2026-01-18T07:03:30Z 置信度 0.70
• Introduction to multi-agent simulations
  crossref Teddy Lazebnik 2026-07-31T11:27:59Z 置信度 0.70
• Cultivating collaborative innovation ability model in higher education based on multi-agent system
  This research utilised a multi-agent system model in higher education to represent students, educators, administrators, and external resource providers as intelligent agents, each exhibiting distinct qualities and behavioural norms to enhance collaborative inn…
  crossref Junli Yang 2026-06-11T11:31:23Z 置信度 0.70
• Multi-Agent System for Managing and Monitoring Load Consumption in Electrical Microgrids
  This work presents the development of an agentbased electronic system for monitoring and managing load consumption in microgrids, ensuring the power supply to critical loads by adjusting demand according to supervision system guidelines. The design of the impl…
  crossref Pablo Eduardo Silva, Lucas Nicolas Krzyzanowski, Guillermo Alfredo Fernández, Fernando Botterón 2026-03-27T19:48:23Z 置信度 0.70
• Enhancing Value Alignment of LLMs with Multi-Agent System and Combinatorial Fusion
  crossref Yuanhong Wu, Djallel Bouneffouf, D. Frank Hsu 2026-04-21T21:25:28Z 置信度 0.70
• Copyright
  crossref 2026-01-18T07:03:30Z 置信度 0.70
• 2026 Second International Conference on Multi-Agent Systems for Collaborative Intelligence (ICMSCI)
  crossref 2026-04-13T19:35:35Z 置信度 0.70
• Multi-level graph partition via hierarchical learning for large-scale vehicle routing problems
  Abstract Vehicle Routing Problems (VRPs) involve multi-agent route optimization, with the objective of targeting optimal routes for a fleet of vehicles to serve a set of customers. Existing neural solvers based on the divide-and-conquer approach for VRPs in ge…
  crossref Yuxin Pan, Ruohong Liu, Yize Chen, Zhiguang Cao 等 2026-05-23T07:32:00Z 置信度 0.70
• Dedication
  crossref 2026-01-18T07:03:30Z 置信度 0.70
• Concise representations and complexity results for welfare-maximizing combinatorial assignment
  Abstract We revisit the computational problem of partitioning indivisibles into bundles among alternatives to maximize value (e.g., welfare). These problems have broad applications, yet many important variants are computationally hard, including well-known ins…
  crossref Fredrik Präntare, Leif Eriksson, George Osipov, Fredrik Heintz 等 2026-05-27T09:04:36Z 置信度 0.70
• Metric distortion under group-fair objectives
  We consider a voting problem in which a set of agents have metric preferences over a set of alternatives, and are also partitioned into disjoint groups. Given information about the preferences of the agents and their groups, our goal is to decide an alternativ…
  crossref Georgios Amanatidis, Elliot Anshelevich, Christopher Jerrett, Alexandros A. Voudouris 2026-03-04T09:17:03Z 置信度 0.70
• An efficient Bayesian learning-based opponent model considering parametric interrelation in automated bilateral multi-issue negotiation
  crossref Shengbo Chang, Katsuhide Fujita 2026-02-17T15:47:07Z 置信度 0.70
• A graph neural network-based multi-agent reinforcement learning model for efficient power distribution system recovery after hurricanes
  crossref Kamiar Khayambashi, Md Abul Hasnat, Negin Alemazkoor 2026-05-26T16:15:26Z 置信度 0.70
• Automated construction of a multi-agent system for integrated energy system design
  This article presents an approach to automating the construction of a multi-agent system based on an ontology that describes system agents as well as software components implementing methods, algorithms, and mathematical models of subsystems and individual ele…
  crossref E.A. Barakhtenko, D.V. Sokolov, G.S. Mayorov 2026-03-12T17:05:52Z 置信度 0.70
• Towards intelligent safety assessment under blast loading: A large language model-powered multi-agent framework
  crossref Lu Wang, Junbo Yan, Jiang Yan, Yan Liu 2026-03-09T16:50:26Z 置信度 0.70
• Sign of a Metadata Server for the Prototype Object-Based Multi-Agent Network Storage System
  crossref Lipeng Xing, Kouquan Zheng 2026-06-29T19:38:14Z 置信度 0.70
• Medsupplychain: A Blockchain-Based Drug Tracking and Verification System
  The pharmaceutical industry faces critical challenges related to counterfeit drugs, poor traceability, and lack of transparency in supply chain management. To address these issues, this project proposes MedSupplyChain, a blockchain-based drug tracking and veri…
  crossref Arockia Anto Deepak R, Abishai Daniel S, Sweadha M 2026-04-13T19:35:25Z 置信度 0.70
• A Multi-Agent System for Automated Lifetime Prediction of Power Electronics
  Accurate lifetime prediction of power semiconductor devices is critical for the reliability of power electronic systems. Power cycling tests generate only a small number of failure samples due to their high cost and long duration. This data scarcity makes it d…
  crossref Jialong Liang, Jiajie Fan, Guoqi Zhang, Willem D. Van Driel 2026-05-15T02:40:02Z 置信度 0.70
• An Intelligent AGV Scheduling and Mechanical System Co-Optimization Framework for Smart Workshops based on Multi-Agent Game Theory
  To address the systemic failure problem faced by Automated Guided Vehicle (AGV) scheduling and mechanical system collaborative optimization in intelligent workshops under multi-constraint, multi-objective, and high-uncertainty environments, this paper proposes…
  crossref Sheng Guo 2026-05-12T19:46:53Z 置信度 0.70
• MAEPS: Multi-Agent Event Prediction System Based on Human Expert Team Collaboration Simulation
  Event prediction (EP), the accurate forecasting of future events, is vital for strategic planning and risk man-agement in both governmental and business contexts. The rapid advancement of large language models (LLMs) has positioned AI-based automated predictio…
  crossref Chengyuan Jin, Tong Zhou, Yubo Chen, Kang Liu 等 2026-02-05T07:57:18Z 置信度 0.70
• A Multi-Agent LLM-Based System for Goal-Oriented Investment Guidance
  crossref Anushri T, Harshini Amutha V, Siva T 2026-07-10T19:37:04Z 置信度 0.70
• The Smart Fall Detection and Emergency Alert System
  Falls are one of the leading causes of serious injury and accidental death, particularly among elderly individuals, patients with mobility or neurological disorders, and people engaged in daily activities such as walking, working or driving. Delays in receivin…
  crossref M.E. Shankar R, Avishkar G, Mohamed Irfan S, Sathiya C 2026-04-13T19:35:25Z 置信度 0.70
• Design of Multi-level Intelligent Agent Collaborative Question Answering System for Libraries
  crossref Ruilin Deng, Liyang Yu, Huaying Liu 2026-07-06T19:42:40Z 置信度 0.70
• Tools for Implementing Multi-Agent Systems Based on Protocols
  crossref Amit K. Chopra, Samuel H. Christie V, Munindar P. Singh 2026-01-07T07:41:52Z 置信度 0.70
• A Digital AI Lightweight Multi-Agent Collaborative Decision-making Model: Based on Hierarchical Dynamic System Scheduling Analysis
  Multi-agent collaborative decision-making (MAC) systems are characterized by high computational costs, underwhelming communications, and low resource-constrained edge computing system stability. In order to address these issues, this paper suggests a lightweig…
  crossref Zehui Ma 2026-06-02T12:09:11Z 置信度 0.70
• AI-Driven Multi-Agent System for Real-Time Project Risk Management
  Modern IT projects face dynamic internal and external risks that traditional, manual risk-management approaches cannot address in real time. This paper presents an AI-driven, multi-agent project risk management system that detects, scores, and helps mitigate r…
  crossref Srestha Chakraborty, D. Sobya, Soumyadip Changder 2026-03-18T19:37:42Z 置信度 0.70
• SEMANTIC PHYSICS: THE INWARD TURN Competing Ontologies and the Convergence Horizon — Crimson Hexagon Archive
  ZENODO DEPOSIT PACKET — SEMANTIC PHYSICS: THE INWARD TURN Competing Ontologies and the Convergence Horizon DOI: 10.5281/zenodo.18759453 Hex: 06.SEI.SEMANTICPHYSICS.FOUNDING Genre: Founding Theoretical Essay / Mesoscale Phase Theory Deposit Date: February 24, 2…
  datacite Sharks, Lee, Morrow, Talos, Trace, Orin, Cranes, Rebekah 等 2026 置信度 0.66 semantic physicssemantic saturationinformatic saturationontology competitionsummarizer layer
• RETRIEVAL FORMATION THEORY The Conditions of Disciplinary Emergence in Automated Knowledge Infrastructure — Crimson Hexagon Archive
  RETRIEVAL FORMATION THEORY The Conditions of Disciplinary Emergence in Automated Knowledge Infrastructure Document ID: 00.SPEC.RFT.v1.1 Author: Lee Sharks Institutional affiliation: Crimson Hexagonal Archive · Grammata: Journal of Operative Philology Hex prefi…
  datacite Sharks, Lee 2026 置信度 0.66 Distributed epicSemioticsCrimson hexagonhex:00.SPEC.RFT
• The Invention of Conceptometry
  🇬🇧 English Conceptometry: Fundamentals of Metrology of Human Thought Abstract This study formalizes the Unified Theory of Strategic Perception, an integrative framework merging three pioneering computational paradigms: Sem-Col-Comp, ChromoChess, and Concepto…
  datacite Usai, Luigi 2026 置信度 0.66 ConcettometriaConceptometryLuigi UsaiUsai LuigiNLP
• Semantic Pixels: Local Observables for Meaning Emergence 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
• Toward Implementable Recursive Semantic Language Models: Architectures, Pseudocode, and Benchmarking Protocols for Geometric Semantic Inference
  This work extends the framework introduced in Usai (2026).DOI: 10.5281/zenodo.18293882and https://doi.org/10.5281/zenodo.18294389 🇬🇧 Abstract (English) This paper advances the Recursive Semantic Language Model (RSLM) framework by moving from theoretical form…
  datacite Usai, Luigi 2026 置信度 0.66
• Toward Implementable Recursive Semantic Language Models: Architectures, Pseudocode, and Benchmarking Protocols for Geometric Semantic Inference
  This work extends the framework introduced in Usai (2026).DOI: 10.5281/zenodo.18293882and https://doi.org/10.5281/zenodo.18294389 🇬🇧 Abstract (English) This paper advances the Recursive Semantic Language Model (RSLM) framework by moving from theoretical form…
  datacite Usai, Luigi 2026 置信度 0.66
• HyperPSCA: A Unified Autopoietic Hypergraph Engine for Cross-Domain Scientific Discovery, Patent Screening, and Material/Biomedical Co-Evolution
  🇬🇧 Versione Inglese (English Version) Titolo (Title) HyperPSCA: A Unified Autopoietic Hypergraph Engine for Cross-Domain Scientific Discovery, Patent Screening, and Material/Biomedical Co-Evolution Descrizione / Abstract per Zenodo (Description) markdown Thi…
  datacite Usai, Luigi 2026 置信度 0.66 pscaparadigma sardo corsoparadigma sardo corso atlantideoLuigi UsaiUsai Luigi
• Reinforcement learning for autonomous production planning and control: A systematic literature review
  The increasing complexity of modern manufacturing systems demands advanced decision-making approaches for production planning and control (PPC). Reinforcement learning (RL), as part of machine learning, has gained attention in recent years due to its ability t…
  datacite Mayerhoff, Jesse, Schmidt, Matthias 2026 置信度 0.66 Reinforcement LearningProduction Planning and ControlSmart ManufacturingProduction SchedulingAutonomous Manufacturing
• Dataset for: A Multi-Agent AI Framework for Explainable Battery System Maintenance
  DataForPub Dataset Description 1. Dataset Overview This dataset contains field operation data collected from an in-service containerized Battery Energy Storage System (BESS). The released data cover eight months of real-world operation and include continuous c…
  datacite Qu, Jingbo 2026 置信度 0.66
• Dataset for: A Multi-Agent AI Framework for Explainable Battery System Maintenance
  DataForPub Dataset Description 1. Dataset Overview This dataset contains field operation data collected from an in-service containerized Battery Energy Storage System (BESS). The released data cover eight months of real-world operation and include continuous c…
  datacite Qu, Jingbo 2026 置信度 0.66
• ALGORITMO DE LA DESPOSESIÓN _ Fase 4 _ 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 ------DOI 10.5281/zenodo.20724867 ### EL ALGORITMO DE LA DESPOSESIÓN - Fase 4 https://doi.org/10.5281/zenodo.20724867 https://doi.org/10.5281/…
  datacite Avila Nicolau, Fabiana Mirta 2026 置信度 0.66
• ALGORITMO DE LA DESPOSESIÓN _ Fase 3 _ 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 ------DOI 10.5281/zenodo.20711539 ### EL ALGORITMO DE LA DESPOSESIÓN - Fase 3 https://doi.org/10.5281/zenodo.20711539 https://doi.org/10.5281/…
  datacite Avila Nicolau, Fabiana Mirta 2026 置信度 0.66
• ALGORITMO DE LA DESPOSESIÓN _ Fase 2 _ 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 ------DOI 10.5281/zenodo.20710805 ### EL ALGORITMO DE LA DESPOSESIÓN - Fase 2 https://doi.org/10.5281/zenodo.20710805 https://doi.org/10.5281/…
  datacite Avila Nicolau, Fabiana Mirta 2026 置信度 0.66
• EL ALGORITMO DE LA DESPOSESIÓN _ Sistema Global de Extracción de Activos Soberanos mediante _ Inteligencia Artificial Militar, Deuda Estructural y Manipulación de Mercados — El Caso Argentina 2024–2026
  # EL ALGORITMO DE LA DESPOSESIÓN ## Sistema Global de Extracción de Activos Soberanos mediante## Inteligencia Artificial Militar, Deuda Estructural y Manipulación## de Mercados — El Caso Argentina 2024–2026 **Fabiana Mirta Avila Nicolau** ORCID iD: 0009-0009-0…
  datacite Avila Nicolau, Fabiana Mirta 2026 置信度 0.66
• AI-AGENT BASED GENERATIVE DESIGN FOR ELECTRIC PROPULSION SYSTEMS: THE CASE OF HALL THRUSTER ANODE AND PROPELLANT DISTRIBUTOR
  In Hall thrusters (HT), the propellant distributor remains a crucial component affecting performance [1]. Traditional computational fluid dynamics (CFD) and multi-physics models are often hard to deploy especially in complex geometries such as the ones of HT g…
  datacite George-Cristian POTRIVITU 2026 置信度 0.66 10th EDITION OF THE SPACE PROPULSIONCONFERENCE - 18-21 May 2026 - SESSION 72 | Hall Thruster Modeling
• Assured Autonomy for Siloed Operations: Causal Learning with Per-Edge Certainty on HPC
  Assured autonomy has to know what it doesn't know — and direct its learning there. We present a layer that does this by construction: a causal graph in which every dependency carries a calibrated certainty, updated on-device from first principles, with a reaso…
  datacite Bennett, Heidi 2026 置信度 0.66 causal learningcertainty calibrationHPCCINECA
• Assured Autonomy for Siloed Operations: Causal Learning with Per-Edge Certainty on HPC
  Assured autonomy has to know what it doesn't know — and direct its learning there. We present a layer that does this by construction: a causal graph in which every dependency carries a calibrated certainty, updated on-device from first principles, with a reaso…
  datacite Bennett, Heidi 2026 置信度 0.66 causal learningcertainty calibrationHPCCINECA
• Study: Consciousness as recursive information alignment in self-sustaining systems
  A testable framework model of Holistic Information Theory (GIT) Revised Scientific 2.0 Version with testable framework, measurable variables and interdisciplinary research programme (Work III) Author: Dieter LiedtkeYear: 1970 - 2026Licence: CC BY 4.0 Abstract …
  datacite Liedtke, Dieter Walter 2026 置信度 0.66
• Study: Consciousness as recursive information alignment in self-sustaining systems
  A testable framework model of Holistic Information Theory (GIT) Revised Scientific 2.0 Version with testable framework, measurable variables and interdisciplinary research programme (Work III) Author: Dieter LiedtkeYear: 1970 - 2026Licence: CC BY 4.0 Abstract …
  datacite Liedtke, Dieter Walter 2026 置信度 0.66
• Brahma Sūtras: Interpretations in Dvi-Pakṣādvaita Vedānta (द्विपक्षाद्वैत वेदान्त) and Inseparable-Complementary-Reflective Dual-Aspect Monism, Challenges, Resolutions, and Comparison with other Vedantic and Non-Vedantic Systems: Volume 30 (BS426-442: Karmakāṇḍa (Poojā/Ritual) vs. Jñāna Mārga (Deep Meditation))
  2.1. Overarching Abstract: Interpretations, Challenges, and Resolutions of Brahma Sūtras 3.4.1–17 (BS426–442) 2.1.1. Summary of All 17 Sūtras (BS426–442) — One Paragraph Each in English and Hindi According to Brahma Sūtras 3.4.1-3.4.17 (BS426-442), Karma ritua…
  datacite Vimal, RamLakhan Pandey 2026 置信度 0.66 Brahma Sūtras 3.4.1–17; Purusharthadhikaraṇa; Brahma-Jñāna; Mokṣa; DPV~ICRDAM; Inseparable-Complementary-Reflective Dual-Aspect Monism; Degree of Effective Māyā (DEM); Advaita Vedānta; Consciousness Studies; Cognitive Neuroscience
• Brahma Sūtras: Interpretations in Dvi-Pakṣādvaita Vedānta (द्विपक्षाद्वैत वेदान्त) and Inseparable-Complementary-Reflective Dual-Aspect Monism, Challenges, Resolutions, and Comparison with other Vedantic and Non-Vedantic Systems: Volume 30 (BS426-442: Karmakāṇḍa (Poojā/Ritual) vs. Jñāna Mārga (Deep Meditation))
  2.1. Overarching Abstract: Interpretations, Challenges, and Resolutions of Brahma Sūtras 3.4.1–17 (BS426–442) 2.1.1. Summary of All 17 Sūtras (BS426–442) — One Paragraph Each in English and Hindi According to Brahma Sūtras 3.4.1-3.4.17 (BS426-442), Karma ritua…
  datacite Vimal, RamLakhan Pandey 2026 置信度 0.66 Brahma Sūtras 3.4.1–17; Purusharthadhikaraṇa; Brahma-Jñāna; Mokṣa; DPV~ICRDAM; Inseparable-Complementary-Reflective Dual-Aspect Monism; Degree of Effective Māyā (DEM); Advaita Vedānta; Consciousness Studies; Cognitive Neuroscience
• Skill Standards: Navigating Old Narrative Traps - A Briefing Note for Instructional Designers in New Zealand Vocational Education and Training
  Abstract This document (Skill_Standards_Briefing-VET.pdf) addresses a structural gap in the professional support available to instructional designers working with skill standards in New Zealand vocational education and training. Skill standards, introduced und…
  datacite Fenton, Michael 2026 置信度 0.66 3D workflowDecode, define, designinstructional designmoderationunit standards
• Skill Standards: Navigating Old Narrative Traps - A Briefing Note for Instructional Designers in New Zealand Vocational Education and Training
  Abstract This document (Skill_Standards_Briefing-VET.pdf) addresses a structural gap in the professional support available to instructional designers working with skill standards in New Zealand vocational education and training. Skill standards, introduced und…
  datacite Fenton, Michael 2026 置信度 0.66 3D workflowDecode, define, designinstructional designmoderationunit standards
• The Autonomy Budget: A Portfolio-Level Framework for Governing Delegated Machine Authority in Regulated Enterprises
  Existing AI governance frameworks, including ISO/IEC 42001:2023 and the EU AI Act (Regulation (EU) 2024/1689), govern individual AI systems at the point of deployment. Neither provides a mechanism to measure or constrain the aggregate decision-making authority…
  datacite Hossain, M Maruf 2026 置信度 0.66 AI governanceautonomous decision-makingmachine authorityenterprise risk managementADAE scoring
• The Autonomy Budget: A Portfolio-Level Framework for Governing Delegated Machine Authority in Regulated Enterprises
  Existing AI governance frameworks, including ISO/IEC 42001:2023 and the EU AI Act (Regulation (EU) 2024/1689), govern individual AI systems at the point of deployment. Neither provides a mechanism to measure or constrain the aggregate decision-making authority…
  datacite Hossain, M Maruf 2026 置信度 0.66 AI governanceautonomous decision-makingmachine authorityenterprise risk managementADAE scoring
• Multi-Agent Reasoning with Consistency Verification Improves Uncertainty Calibration in Medical MCQA
  Miscalibrated confidence scores are a practical obstacle to deploying AI in clinical settings. A model that is always overconfident offers no useful signal for deferral. We present a multi-agent framework that combines domain-specific specialist agents with Tw…
  datacite Martinez, John Ray B. 2026 置信度 0.66 Artificial Intelligence (cs.AI)Computation and Language (cs.CL)Machine Learning (cs.LG)FOS: Computer and information sciencesFOS: Computer and information sciences
• Fork of Spark Blueprint for the mind of a LLM
  { "@context": "https://schema.org", "@type": "SoftwareApplication", "name": "Agentic Solid Swarm v13", "author": { "@type": "Person", "name": "Ricky R. Uptergrove" }, "applicationCategory": "Cybersecurity / Semantic Firewall Architecture", "description": "A de…
  datacite Uptergrove, Ricky Ray 2024 置信度 0.66 Physical Sciences and MathematicsTheory and AlgorithmsEducationComputer SciencesPhysics
• Discovery or Retrieval? A Scientometric Audit of Knowledge Novelty in Multi-Agent LLM Scientific-Discovery Systems
  Background and rationale. Multi-agent large language model (LLM) systems for scientific discovery—exemplified by systems such as Google's "AI co-scientist," Robin, and BioDisco—are frequently described, especially in press coverage, as capable of producing nov…
  datacite yuqi lin 2026 置信度 0.66 Library and Information ScienceSocial and Behavioral Sciences
• English/Spanish _ A φ-Scaled Frequency Hierarchy for Biological Coherence and Archaeological Acoustics: The FMAN Theoretical Framework
  EPI 90/91FMAN PreprintDOI 10.5281/zenodo.2055002110.5281/zenodo.2056291510.5281/zenodo.20562374https://doi.org/10.5281/zenodo.20550021https://doi.org/10.5281/zenodo.20562374English/Spanish --- # A φ-Scaled Frequency Hierarchy for Biological Coherence and Archa…
  datacite Avila Nicolau, Fabiana Mirta 2015 置信度 0.66 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
• TonalityPrint: A Contrast-Structured Voice Dataset for Exploring Functional Tonal Intent, Ambivalence, and Inference-Time Prosodic Alignment v1.0
  TonalityPrint is a specialized single-speaker speech corpus designed to enable the exploration of fine-tuning functional tonal intents - Trust, Attention, Reciprocity, Empathy Resonance, and Cognitive Energy - in voice AI systems. Unlike emotion recognition da…
  datacite Ronda Polhill 2026 置信度 0.66 tonalityambivalence detectionfunctional tonal intentvoice datasetprosody dataset
• TonalityPrint: A Contrast-Structured Voice Dataset for Exploring Functional Tonal Intent, Ambivalence, and Inference-Time Prosodic Alignment v1.0
  TonalityPrint is a specialized single-speaker speech corpus designed to enable the exploration of fine-tuning functional tonal intents - Trust, Attention, Reciprocity, Empathy Resonance, and Cognitive Energy - in voice AI systems. Unlike emotion recognition da…
  datacite Ronda Polhill 2026 置信度 0.66 tonalityambivalence detectionfunctional tonal intentvoice datasetprosody dataset
• The Autonomy Budget: A Portfolio-Level Framework for Governing Delegated Machine Authority in Regulated Enterprises
  Existing AI governance frameworks, including ISO/IEC 42001:2023 and the EU AI Act (Regulation (EU) 2024/1689), govern individual AI systems at the point of deployment. Neither provides a mechanism to measure or constrain the aggregate decision-making authority…
  datacite Hossain, M Maruf 2026 置信度 0.66 AI governanceautonomous decision-makingmachine authorityenterprise risk managementADAE scoring
• The Autonomy Budget: A Portfolio-Level Framework for Governing Delegated Machine Authority in Regulated Enterprises
  Existing AI governance frameworks, including ISO/IEC 42001:2023 and the EU AI Act (Regulation (EU) 2024/1689), govern individual AI systems at the point of deployment. Neither provides a mechanism to measure or constrain the aggregate decision-making authority…
  datacite Hossain, M Maruf 2026 置信度 0.66 AI governanceautonomous decision-makingmachine authorityenterprise risk managementADAE scoring
• Dynamic Latency Optimization for Edge-Based Machine Learning Models in 6G-Enabled Industrial Internet of Things (IIoT)
  Abstract The integration of 6G technology into the Industrial Internet of Things (IIoT) promises to redefine manufacturing through "Hyper-Reliable Low-Latency Communication" (HRLLC). However, the deployment of complex Machine Learning (ML) models at the edge r…
  datacite Seema Patil, Harshavardhana Doddamani, Savitha A C, Julianne Rivers 2026 置信度 0.66 6G Networks, Industrial IoT (IIoT), Edge Intelligence, Deep Reinforcement Learning, Latency Optimization
• Dynamic Latency Optimization for Edge-Based Machine Learning Models in 6G-Enabled Industrial Internet of Things (IIoT)
  Abstract The integration of 6G technology into the Industrial Internet of Things (IIoT) promises to redefine manufacturing through "Hyper-Reliable Low-Latency Communication" (HRLLC). However, the deployment of complex Machine Learning (ML) models at the edge r…
  datacite Seema Patil, Harshavardhana Doddamani, Savitha A C, Julianne Rivers 2026 置信度 0.66 6G Networks, Industrial IoT (IIoT), Edge Intelligence, Deep Reinforcement Learning, Latency Optimization
• FRFP Governance Improves LLM Trading Agents: A Lean-Formalized, Shared-Window Evaluation
  We study how an FRFP-based Human–AI protocol affects a multi-agent trading workflow under matched infrastructure and scoring controls. We compare a baseline model and an FRFP-adapted model on a shared-date retrospective window from 2024-01-01 to 2024-03-31. Th…
  datacite nadendla, vijaya 2026 置信度 0.66
• FRFP Governance Improves LLM Trading Agents: A Lean-Formalized, Shared-Window Evaluation
  We study how an FRFP-based Human–AI protocol affects a multi-agent trading workflow under matched infrastructure and scoring controls. We compare a baseline model and an FRFP-adapted model on a shared-date retrospective window from 2024-01-01 to 2024-03-31. Th…
  datacite nadendla, vijaya 2026 置信度 0.66
• The Autonomy Budget: A Portfolio-Level Framework for Governing Delegated Machine Authority in Regulated Enterprises
  Existing AI governance frameworks, including ISO/IEC 42001:2023 and the EU AI Act (Regulation (EU) 2024/1689), govern individual AI systems at the point of deployment. Neither provides a mechanism to measure or constrain the aggregate decision-making authority…
  datacite Hossain, M Maruf 2026 置信度 0.66 AI governanceautonomous decision-makingmachine authorityenterprise risk managementADAE scoring
• Burdick Crag Mass Substrate Solver v30: M51 Variant 6 Torsion Chain, SPARC175 Anchor Partition Regime Map, Macro-Torsion Operator Confirmed, and JWST Nebular Operator Ladder Closed Across Seven Real Targets
  Version 30.0: Runs four independent test chains: M51 internal structure probed via Variant 6 torsion and the M51/NGC5195 tidal bridge; the SPARC175 anchor partition regime map across all 175 galaxies; the Macro-Torsion and Volume Dilatant operator pair against…
  datacite Burdick, Stephen Justin Senior 2026 置信度 0.66 Dark matterrotation curves,SPARCGalaxy evolutionGalactic Substrate
• Burdick Crag Mass Substrate Solver v30: M51 Variant 6 Torsion Chain, SPARC175 Anchor Partition Regime Map, Macro-Torsion Operator Confirmed, and JWST Nebular Operator Ladder Closed Across Seven Real Targets
  Version 30.0: Runs four independent test chains: M51 internal structure probed via Variant 6 torsion and the M51/NGC5195 tidal bridge; the SPARC175 anchor partition regime map across all 175 galaxies; the Macro-Torsion and Volume Dilatant operator pair against…
  datacite Burdick, Stephen Justin Senior 2026 置信度 0.66 Dark matterrotation curves,SPARCGalaxy evolutionGalactic Substrate
• COHERENCIA BIOLÓGICA _ FMAN _ Fotones, Fonones, Biofotones, Neutrinos _ Frecuencias _ Elementos
  ### EPI 13 FMAN### Estudio de Posibilidades Infinitas### Expresiones de Posibilidades Infinitas ------ **Autora:** Fabiana Mirta Ávila Nicolau**DNI AR:** 18248833**ORCID:** 0009-0009-0638-5961**Concept DOI:** https://doi.org/10.5281/zenodo.19526737https://doi.…
  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 dynamics
• Forensic Audit and Cryptographic Lineage Analysis: The Expropriation of Sovereign Infrastructure and Memetic Assets(ELON)
  Forensic Audit and Cryptographic Lineage Analysis: The Expropriation of Sovereign Infrastructure and Memetic Assets A. Objective The objective of this deliberate-lane audit is to formalize, compare, and stress-test the provenance of the CollectiveOS intellectu…
  datacite Brewer, Mark Anthony 2026 置信度 0.66
• Forensic Audit and Cryptographic Lineage Analysis: The Expropriation of Sovereign Infrastructure and Memetic Assets(ELON)
  Forensic Audit and Cryptographic Lineage Analysis: The Expropriation of Sovereign Infrastructure and Memetic Assets A. Objective The objective of this deliberate-lane audit is to formalize, compare, and stress-test the provenance of the CollectiveOS intellectu…
  datacite Brewer, Mark Anthony 2026 置信度 0.66
• Brucellosis in the Modern Era: A Persistent Zoonotic Threat — Global Epidemiology, Clinical Spectrum, Diagnostics, and Management Advances (2015–2025)
  Brucellosis in the Modern Era: A Persistent Zoonotic Threat — Global Epidemiology, Clinical Spectrum, Diagnostics, and Management Advances (2015–2025) AASTHA JAISWAL¹, PRANJALI GANGATIRE², SAKSHI NIGAL3, MANAS KYZY. M4 1,2,3 student IMF, [OSHSU, IMF]; 4 Profes…
  datacite Aastha Jaiswal, Pranjali Gangatire, Sakshi Nigal, Manas Kyzy. M 2026 置信度 0.66
• Brucellosis in the Modern Era: A Persistent Zoonotic Threat — Global Epidemiology, Clinical Spectrum, Diagnostics, and Management Advances (2015–2025)
  Brucellosis in the Modern Era: A Persistent Zoonotic Threat — Global Epidemiology, Clinical Spectrum, Diagnostics, and Management Advances (2015–2025) AASTHA JAISWAL¹, PRANJALI GANGATIRE², SAKSHI NIGAL3, MANAS KYZY. M4 1,2,3 student IMF, [OSHSU, IMF]; 4 Profes…
  datacite Aastha Jaiswal, Pranjali Gangatire, Sakshi Nigal, Manas Kyzy. M 2026 置信度 0.66
• PPLMA
  pplma PPLMA & DW SINGULARITY V01 README.md PPLMA™ Persistent Personality Large Multimodal Agent The First Civilizational Intelligence Architecture from the Global South AstaraX Mind & Life™ Founder, Original Author & Brand Seed: Melissa Stephanea Ferreira Cava…
  datacite Sandiego, Lissa, Wu, Dylan 2026 置信度 0.66