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ai safety

GeneTech 知识引擎共收录 3334 篇相关科研实体，横跨 30 个垂直领域。数据来自 OpenAlex、arXiv、Crossref、PubMed、Europe PMC 等公开学术源，全部可溯源到原文。

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• LLM-Based Multi-Agent Orchestration: A Survey of Frameworks, Communication Protocols, and Emerging Patterns
  2026 · AI Agent 生态 · The proliferation of large language model (LLM) agents has enabled increasingly complex 2 multi-step automation; however, composing multiple agents into coherent systems intro3 duces significant orchestration challenges …
• An LLM-Agent-Based Framework for Calculating Node Carbon Intensity in Regional Power Systems
  2026 · AI Agent 生态 · Abstract Regional carbon-aware operation requires nodal carbon intensity (NCI) signals that remain valid under heterogeneous operational inputs, topology changes, and network congestion; however, existing workflows for c…
• Evaluating routing stability and coordination in swarm-based multi-agent task-oriented dialogue systems.
  2026 · AI Agent 生态 · Conversational systems are becoming a primary interface for services and enterprise automation, and rapid market growth is pushing deployments into safety- and cost-sensitive settings. Reliability remains a bottleneck wh…
• Public opinion dissemination simulation based on large language model multi-agent systems.
  2026 · AI Agent 生态 · The Internet has fundamentally reshaped the formation and diffusion of public opinion in modern society. However, existing simulation studies often face challenges such as insufficient fidelity in evolutionary dynamics, …
• Crossing into AI: When Incumbents Build, Partner, Acquire, Absorb, or Wait A History-Friendly Agent-Based Model of the Generative-AI Market Transition
  2026 · AI Agent 生态 · Abstract Between 2022 and 2026, thousands of incumbents faced the same choice about entering the market for generative AI: build the capability, rent it through an API, buy a startup, or wait. A fifth option emerged, abs…
• NeuDiff Agent: a governed AI workflow for single-crystal neutron crystallography.
  2026 · AI Agent 生态 · Large-scale facilities increasingly face analysis and reporting latency as a limiting step in scientific throughput, particularly for structural studies that require iterative reduction, integration, refinement and valid…
• A Multi-Agent AI-Blockchain Framework with Reverse Kelly AMM for Under-Collateralized Real-World Asset Lending
  2025 · AI Agent 生态 · Abstract We introduce an Automated Market Maker (AMM)-based lending mechanism that applies a Reverse Kelly criterion to establish loan premiums based on model-estimated default probabilities and collateral ratios. We emb…
• Agentic Agent, Better Agent: Evidence from Agentic AI in Telemarketing
  2026 · AI Agent 生态 · Large language models are increasingly being deployed as agentic AI systems that autonomously manage customer interactions, yet their effectiveness in persuasion-intensive telemarketing settings remains largely unknown. …
• Agent Name Service (ANS): A Universal Directory for Secure AI Agent Discovery and Interoperability
  2026 · AI Agent 生态 · The proliferation of AI agents requires robust mechanisms for secure discovery. This paper introduces the Agent Name Service (ANS), a novel architecture based on DNS addressing the lack of a public agent discovery framew…
• ClinOrch: A Privacy-preserving, Doctor-configurable Multi-Agent Clinical Intelligence Architecture for Pre-consultation, Physician Support, and Longitudinal Care Orchestration
  2026 · AI Agent 生态 · Clinical encounters are increasingly constrained by fragmented records, incomplete patient histories, administrative burden, <br> guideline complexity, and limited physician time. This paper proposes ClinOrch, a pr…
• Beyond Agent Design: A Systematic Framework for MCP Server Runtime Orchestration
  2026 · AI Agent 生态 · The Model Context Protocol (MCP) has rapidly emerged as a standard interface for connecting AI agents to external tools, databases, and services. While considerable research has addressed agent design, prompt engineering…
• PeLED Agent: an evidence-grounded agentic workflow for additive discovery in perovskite light-emitting diodes
  2026 · AI Agent 生态 · Additive engineering has become the primary strategy for advancing perovskite light-emitting diode (PeLED) performance, but choosing the right molecule from a vast chemical space still relies on human intuition. Large la…
• Synthetic Managerial Agents: A Multi-LLM Ensemble Framework for Computational Agent-Based Theory Exploration
  2026 · AI Agent 生态 · We introduce Synthetic Managerial Agents (SMA), a novel computational methodology that advances agentbased modeling (ABM) by replacing rigid behavioral rules with Large Language Model (LLM)-powered agents capable of flex…
• MACV: A Specialized Multi-Agent and Consensus Framework for Reliable LLM Outputs
  2026 · AI Agent 生态 · Large language models (LLMs) write smoothly but still sometimes make believable yet incorrect or unsupported claims so called hallucinations. To address this, we propose MACV (Multi-Agent Cross-Verification), a modular s…
• A Diagnostic Framework for AI Agent Behavior
  2026 · AI Agent 生态 · AI agents increasingly act within the same clinical, political, scientific, and social systems that behavioral scientists study. Evaluating these systems requires source-level diagnosis: the same behavioral pattern may a…
• AI Agent Traps
  2026 · AI Agent 生态 · As autonomous AI agents increasingly navigate the web, they face a novel challenge: the information environment itself. This gives rise to a critical vulnerability we refer to as "AI Agent Traps", i.e. adversarial conten…
• MAARV: Multi-Agent Architecture for Runtime Verification
  2026 · AI Agent 生态 · The increasing adoption of AI agents for automated code analysis has exposed critical limitations in static evaluation methods, particularly when they fail to ensure runtime correctness. Traditional approaches, such as A…
• An AI-Powered Multi-Agent Ecosystem for Cost-Effective Planning and Expansion of Telecommunication Access Network
  2026 · AI Agent 生态 · 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-…
• Toward a Science of AI Agent Societies
  2026 · AI Agent 生态 · <div> AI agents are rapidly evolving from isolated personal assistants into networked actors that interact with one another at scale. We envision the emergence of AI agent societies, with their own social and econo…
• Poster: Custody-Preserving AI Agent Delegation for Decentralized Applications via World AI Protocol
  2025 · AI Agent 生态 · We present the World AI Protocol (WAI), a capability-based delegation framework that retains externally owned account custody while granting revocable function-level permissions to autonomous agents. From a design perspe…
• Accountability Chains: A Formal Specification for AI Agent Delegation
  2026 · AI Agent 生态 · Recent formal work on human-agent collectives identifies an Accountability Horizon: a computable autonomy threshold above which single-locus accountability cannot satisfy a set of minimal axioms simultaneously (Tibebu, 2…
• From Organizational Knowledge to AI Agent Memory: Empirical Validation of the SECI Model on the LongMemEval Benchmark
  2026 · AI Agent 生态 · Abstract AI agent memory systems face a fundamental design question: should conversational history be stored verbatim or transformed into structured knowledge before retrieval? We propose that the SECI model of knowledge…
• When Bots Browse: Measuring Advertising Visibility in an AI-Agent Internet
  2026 · AI Agent 生态 · Abstract AI assistants increasingly read webpages on a user's behalf. When that happens, the assistant becomes an intermediary between the publisher and the user, and it is the assistant, not the page layout, that decide…
• Semantic Tracing in LLM-Based Multi-Agent Systems Using LangChain, LangGraph, and LangSmith for AI Governance
  2026 · AI Agent 生态 · Abstract Autonomous multi-agent systems built on large language models exchange goals, constraints, evidence commitments, and tool-mediated actions through natural-language handoffs. Across hops, semantic meaning may dri…
• Code Broker A Multi Agent System for Automated Code Quality Assessment
  2026 · AI Agent 生态 · Abstract We present Code Broker, a multi-agent system built with Google’s Agent Development Kit (ADK) that analyses Python code from files, local directories, or GitHub repositories and generates actionable quality asses…
• An Integrated Observability Intelligence Framework: Bridging Semantic Data Modeling, Caching, and LLM-Powered Multi-Agent Root Cause Analysis
  2026 · AI Agent 生态 · Abstract Modern cloud-native systems generate heterogeneous observability data at unprecedented scale, yet two critical gaps persist in operational intelligence. First, distributed analytical consumers independently reco…
• Enhancing reliability and automation of LLM-based structural analysis using a hybrid multi-agent pipeline.
  2026 · AI Agent 生态 · Large language models (LLMs) can assist engineering workflows, but their direct application in structural analysis is fundamentally limited by numerical inconsistencies, prompt sensitivity, and context degradation. To ad…
• Agora: A Drive-Based Framework for Agent Difffferentiation in Multi-Agent LLM Systems
  2026 · AI Agent 生态 · Abstract Current multi-agent LLM systems difffferentiate agents through hand-crafted roles or layer-stacking architectures. We propose Agora, a framework that difffferentiates agents through six continuous drives (boredo…
• Two Paths of AI in Social Science Research: Super Agent and Human Mirror
  2026 · AI Agent 生态 · Large language models (LLMs) are being applied across the social sciences along two qualitatively different trajectories. The *super-agent* path optimizes models to reason correctly and solve problems as an idealized rat…
• Specification-first convergence with an AI coding agent: a case study of dismantling a core architectural invariant across 189 files in a 717k-line codebase with no test oracle and no human code review
  2026 · AI Agent 生态 · Abstract This paper reports a single, fully instrumented case study of a large-scale architectural refactoring by an AI coding agent under a specification-first protocol, with no human review of the generated code and no…
• Agent Governance for Self-Evolving AI Agents: A Literature Review on Runtime Adaptation, Self-Modification, and Safe Autonomy
  2026 · AI Agent 生态 · Large-language-model agents increasingly operate as persistent systems that plan, call tools, write and execute code, maintain memory, and coordinate with other agents. A newer class of systems goes further by changing i…
• An Agent-Based Modeling Framework for Healthcare AI Adoption: Application to Ambient Clinical Documentation
  2026 · AI Agent 生态 · Objective: To develop and demonstrate an agent-based modeling framework for healthcare AI adoption, using ambient clinical documentation as the calibration case. Materials and Methods: We built an agent-based model with …
• AI-Driven Collective Adaptation Testbed: A Multi-Agent Architecture Grounded in Dual-Inheritance Theory
  2026 · AI Agent 生态 · Abstract Modern organizations increasingly govern knowledge work through quantitative performance metrics---velocity points, OKR completion rates, utilization ratios---even when the work itself is exploratory, novel, and…
• The Escape Register: A Failure-Driven Safety Methodology for Multi-Agent Clinical AI Systems
  2026 · AI Agent 生态 · Abstract Multi-agent clinical AI systems introduce failure modes absent in single-model architectures: correlated reasoning errors, stochastic classification of safety-critical signals, and evidence chain failures invisi…
• <em>Agent Action Classifier</em>: Classifying AI Agent Actions to Ensure Safety and Reliability
  2025 · AI Agent 生态 · Autonomous AI agents are increasingly being deployed to perform complex tasks with limited human oversight. Ensuring that the actions proposed or executed by such agents are safe, lawful, and aligned with human values is…
• Hinton Hypothesis and Competition in Artificial Intelligence: A Qualitative Uncertainty Principle of Invisible Hand in a Possible AI-Agent Society
  2025 · AI Agent 生态 · The present paper reframes what we call the Hinton Hypothesis, which states that everything of human nature can be duplicated in artificial intelligence. We consider competition to be a significant aspect of human nature…
• LLM-based multi-agent system for neuro-ophthalmic diagnosis and personalized treatment planning.
  2025 · AI Agent 生态 · Introduction Ophthalmic findings can non-invasively reflect nervous-system status. We present an LLM-based multi-agent framework that preserves diagnostic uncertainty to support neuro-ophthalmic screening and referral. M…
• Introducing A Multi-Agent System Approach to Psychological Safety in Diverse Teams: An Organizational Behavior Perspective
  2025 · AI Agent 生态 · In modern organizational behavior and design research, implying machine learning techniques have become the major computational approach, machine learning can excel tasks with labeled data. However, they cannot explain w…
• Agent Operating Systems (Agent-OS): A Blueprint Architecture for Real-Time, Secure, and Scalable AI Agents
  2025 · AI Agent 生态 · Large-model (LM) agents are proliferating across domains, yet current systems remain ad-hoc pipelines without operating system (OS)-level guarantees for scheduling, memory, real-time responsiveness, and end-to-end securi…
• Aṇubuddhi: A Multi-Agent AI System for Designing and Simulating Quantum Optics Experiments
  2025 · AI Agent 生态 · We present Aṇubuddhi, a multi-agent AI system that designs and simulates quantum optics experiments from natural language prompts without requiring specialized programming knowledge. The system composes optical layouts b…
• BASIC PRINCIPLES OF MULTI-AGENT SYSTEM DESIGN
  2026 · AI Agent 生态 · БАЗОВЫЕ ПРИНЦИПЫ ПРОЕКТИРОВАНИЯ МНОГОАГЕНТНЫХ СИСТЕМ Шерстнева Светлана Владиславовна магистрант ФГАОУ ВО «Томский политехнический университет» Шерстнева Алена Владиславовна Аннотация: Приведено отличие многоагентных сис…
• Tool Orchestration in Production Agent Systems: Code vs Protocols
  2026 · AI Agent 生态 · Model Context Protocol (MCP) has emerged as a promising way to standardize how AI agents discover and invoke tools. That promise is real: MCP improves interoperability by giving tools a consistent interface that multiple…
• Centralized Agent Orchestration in Multi-Agent Systems
  2026 · AI Agent 生态 · The article describes the problem of agent orchestration in multi-agent systems based on large neural networks, which arises when creating intelligent assistants. The paper examines various architectural patterns used in…
• Contract-Gated Execution: A Deterministic Governance Layer for Autonomous AI Agent Orchestration
  2026 · AI Agent 生态 · This submission responds to the OECD's call for implementation tools that enable trustworthy AI deployment in consequential domains. Contract-gated execution was developed as commercial infrastructure and is presented he…
• Geospatial AI (GeoAI) agent stack : router-based orchestration and design rationale
  2026 · AI Agent 生态 · This report summarizes the current state of a router-based, multiagent Geospatial AI (GeoAI) system designed to reliably execute geospatial workflows while retaining the flexibility of large language model (LLM) reasonin…
• Contamination Percolation in Multi-Agent LLM Systems: A Measurement Framework and Benchmark
  2026 · AI Agent 生态 · Multi-agent large language model (LLM) systems are being deployed in healthcare, finance, and legal settings, yet we lack reliable methods for measuring how misinformation spreads through these networks. We introduce Con…
• Agentic Workflow Drift and Agentic Workflow Subversion: A New Risk Taxonomy for the Governance of Agentic AI in Financial Services
  2026 · AI Agent 生态 · <p>Banks are beginning to deploy AI systems that do not just automate decisions — they determine whether decisions should be made at all. As agentic AI moves into workflow orchestration, a new failure mode is emerging wo…
• The Workflow Control Plane: Why Identity Isn't Enough for Zero Trust Agentic Systems
  2026 · AI Agent 生态 · <p><span>Lee &amp; Voicu [1], Debenedetti et al. (CaMeL) [2], and most recently He &amp; Yu (SAL) [4] established that the security perimeter for agentic systems belongs outside the model: tools, not prompts or model out…
• Evaluating Agentic AI Workflows in Finance: A Harness for Grounding, Stability, Permissioning, Prompt Injection, and Workflow Ablation
  2026 · AI Agent 生态 · We present an evaluation harness for agentic AI workflows in finance. Its defining choice is the unit of evaluation: the workflow's artifact — a memo, a signal proposal, a screening recommendation — rather than a single …
• Multi-Agent Social Simulation: Protocolizing LLM-Driven Agent-Based Modeling as a Quantitative Research Method
  2026 · AI Agent 生态 · Social and behavioral research often needs to examine policy shocks, information interventions, platform-mediated attention, and governance feedback, but direct experiments on real populations are constrained by ethical …
• The AI Memetic Orchestration Framework: Toward Governed, Reusable, and Auditable Multi-Agent AI Architectures
  2026 · AI Agent 生态 · The shift from prompt engineering to agentic, multi-agent large language model (LLM) systems has moved the locus of value from the design of individual instructions to the coordination of systems in which models plan, in…
• {{Complete}}™ {[List]} of Coinbase® CUSTOMER© SERVICE℗ Contact Numbers — 24/7 Live Agent Support GUide 2026
  2026 · AI Agent 生态 · {{Complete}}™ {[List]} of Coinbase® CUSTOMER© SERVICE℗ Contact Numbers -24/7 Live Agent Support GUide 2026 Reaching a live representative 1-844-530-29.22** or 1-844-530-29.22** (OTA) at Coinbase® can make all the differe…
• Why Your AI Agent Can't Make Money: The Real Reason AI Cost-Cutting Fails
  2026 · AI Agent 生态 · &lt;p&gt;AI adoption has reached 78% across major organizations, yet over 80% report no measurable performance improvement (McKinsey, 2025). This paper argues that the failure is not a product quality problem. It is a st…
• Relational Integrity in Multi-Agent AI Systems: A Polarity Model Framework for Human-AI Safety
  2026 · AI Agent 生态 · &lt;p&gt;This paper presents a novel AI safety architecture derived from the Polarity Model — a cross-scale structural framework for understanding agent, relational, and systemic dynamics (Vimberg, 2026; SSRN 6681058). C…
• From Agent Identity to Agent Economy: Measuring the Operational Readiness of ERC-8004 AI Agents
  2026 · AI Agent 生态 · This paper examines whether blockchain-registered AI agents demonstrate operational readiness beyond identity registration. Using a dataset of ERC-8004 agents on Ethereum, we construct an agent-level feature table coveri…
• AEGIS: Agent Execution Governance and Integrity Standard — A Survey and Reference Architecture for AI Agent Action Accountability
  2026 · AI Agent 生态 · As organizations deploy AI agents to execute tasks in business processes, to our knowledge, no systematic academic framework exists for recording, verifying, and ensuring accountability for their actions. This study surv…
• Interactional AI: Agent Encounters in Synthetic Social Space
  2026 · AI Agent 生态 · The deployment of AI agents as role-bearing actors-coaches, advisors, tutors, companionshas outpaced the analytic frameworks available to understand them. Existing approaches, from usability research to human-computer in…
• MurphyGuard: A Failure-First Framework for AI Agent Guardrails
  2026 · AI Agent 生态 · As autonomous AI agents transition from research prototypes to production-grade systems — executing code, calling APIs, managing infrastructure, and interacting with users at scale — the question of safety is no longer t…
• Agentic Data Pipeline Orchestration with Multi-Agent AI
  2026 · AI Agent 生态 · Enterprise data platforms run thousands of workflows, but day-two issues schema drift, flaky upstreams, warehouse contention, broken credentials, and endless backfills still cause major operational pain and require cross…
• Hierarchical Multi-agent Orchestration in Oracle Fusion Cloud ERP: Designing Supervisory Agent Architectures for End-to-End Order-to-Cash and Procure-to-Pay Automation
  2026 · AI Agent 生态 · Enterprise Resource Planning systems occupy a foundational role in how organisations coordinate their most critical business processes, yet the architecture governing these systems has long remained sequential, transacti…

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