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ai governance

GeneTech 知识引擎共收录 3675 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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代表性文献（按质量分排序，前 60 条）

• SmartCIF: a context-aware multi-agent system for automated preprocessing and curation of MOF CIFs.
  2026 · AI Agent 生态 · Computational screening of metal-organic frameworks (MOFs) relies on crystallographic inputs that are commonly treated as "computation-ready". In practice, however, conventional CIF preprocessing often applies fixed-para…
• 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…
• 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. …
• 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…
• 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…
• 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…
• Pay-Per-Crawl Pricing for AI: The LM-Tree Agent 
  2026 · AI Agent 生态 · As AI systems shift from directing users to content toward consuming it directly, publishers need a new revenue model: charging AI crawlers for content access. This model, called pay-per-crawl, must solve a problem of me…
• Centralised Orchestration and Strategic Alignment in AI-Agent-Enabled Supply Chains
  2025 · AI Agent 生态 · AI-agent-based supply chains promise faster, more resilient, and sustainable operations, but outcomes depend on how autonomous agents are aligned with the business strategy of the company. In this research, centralised o…
• 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…
• StructAgent: Orchestrating Cryo-EM Model Building and Refinement with a Multi-Agent LLM System
  2026 · AI Agent 生态 · Abstract Building and refining cryo-EM atomic models often requires long, project-specific workflows that combine map inspection, prior structural knowledge, restraints, refinement, validation and expert review. Existing…
• AI Native Manufacturing Operating System for Autonomous Smart Factories Using Digital Twins, Multi Agent Artificial Intelligence, Physics Informed Machine Learning, and Reinforcement Learning.
  2026 · AI Agent 生态 · Abstract Smart factories accumulate large volumes of process data, yet the software governing them remains a set of loosely federated applications: an execution system for order release, a supervisory layer for equipment…
• Governing Autonomous Enterprises: A Transaction Cost Perspective on Multi-Agent AI Systems in Supply Chain Operations
  2026 · AI Agent 生态 · Abstract Problem definition : The rapid proliferation of autonomous multi-agent AI systems (MAS) in enterprise environments creates novel governance challenges that existing business frameworks have not addressed. Releva…
• Emergent Inter-Agent Conflict in Multi-Agent AI Systems: An Experimental Study of Objective Divergence
  2026 · AI Agent 生态 · Abstract The rapid emergence of multi-agent artificial intelligence ecosystems has introduced a critical systems-level problem that contemporary alignment research has largely failed to address: inter-agent objective div…
• 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…
• Construction and Application of an AI-Agent-Based Workflow for the Rapid Survey of Building Damage and Functionality
  2026 · AI Agent 生态 · Abstract For a building's occupants, the assessment of its post-earthquake function is the most precise feedback available, and it governs the recovery strategy that follows. It nevertheless remains manual and subjective…
• 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…
• Recursive Cascade Instability and Targeted Stabilization in Multi-Agent AI Systems: Large-Scale Network Simulations Using an Ethical Field Theory Framework
  2026 · AI Agent 生态 · Abstract Large-scale multi-agent AI systems can exhibit nonlinear cascade instabilities that emerge through network interactions and recursive amplification. Most existing AI-safety approaches, however, primarily focus o…
• Recursive Cascade Instability and Targeted Stabilization in Multi-Agent AI Systems: An Ethical Field Theory Framework with Large-Scale Network Simulations
  2026 · AI Agent 生态 · Abstract Recent advances in multi-agent artificial intelligence systems have increased interest in recursive interaction dynamics, distributed coordination, and large-scale AI-network stability. While most existing AI-sa…
• 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…
• Multi-Agent Intelligent System For Dynamic Predictive Evaluation Of National and Regional Labour Markets in Bulgaria
  2026 · AI Agent 生态 · Reliable public-sector labour-market forecasting requires models that can be updated as data sources, AI tools, and labour-market signals evolve. This paper proposes a provider-independent multi-agent framework for dynam…
• <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…
• 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…
• 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…
• Multi-Agent Orchestration: Coordination, Trust, and Cascading Failures
  2026 · AI Agent 生态 · Background. Agentic artificial intelligence systems, defined by their capacity to reason, plan, and act autonomously through external tools and environments, represent a categorical shift in the operational profile of de…
• 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…
• 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…
• Trustworthy Transaction Arena (TTA): A Governance Architecture for Multi-Actor Agentic AI Systems with Probabilistic Workflow Verification
  2026 · AI Agent 生态 · Existing multi-agent frameworks evaluate correctness only at the team outcome level: if the agent team achieves its goal, the transaction is deemed successful. This is insufficient for business and social activities, whi…
• 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 …
• 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…
• Emergent Inter-Agent Conflict in Multi-Agent AI Systems: An Experimental Study of Objective Divergence
  2026 · AI Agent 生态 · The rapid emergence of multi-agent artificial intelligence ecosystems has introduced a critical systemslevel problem that contemporary alignment research has largely failed to address: inter-agent objective divergence. W…
• 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…
• Decision Governance for AI Agents: Aligning Institutional Decision Systems in the Age of Multi-Agent AI
  2026 · AI Agent 生态 · Artificial intelligence is rapidly evolving from analytical support tools into systems capable of participating directly in institutional decision environments. Advances in large language models and agent-based architect…
• 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…
• Agentic AI in Private Equity: Multi-Agent Orchestration for End-to-End Deal Workflows
  2026 · AI Agent 生态 · The term "agentic AI" has become the most overused phrase in enterprise software marketing. Every vendor now claims autonomous agents, yet most offerings amount to linear prompt chains wrapped in a loop. This paper separ…
• Agentic AI Orchestration: An Organizational Design Framework A Practitioner Framework for Reliable Multi-Agent Systems
  2026 · AI Agent 生态 · Agentic AI is moving fast. Organizations are rushing to adopt autonomous workflows before they have a coherent model for how those workflows should actually be governed. The result is a pattern playing out in real time. …
• 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…
• Agent-Driven Orchestration for RESTful Enterprise APIs
  2026 · AI Agent 生态 · Orchestration mechanisms in distributed enterprise systems must be adaptable to runtime variability and governed by compliance; however, static rule-based REST orchestration cannot handle transient failures, nondetermini…
• Hierarchical Multi-Agent Orchestration for Automated Dispute Resolution
  2026 · AI Agent 生态 · The subject of automated dispute resolution has become the essential field of research in artificial intelligence, legal informatics, and digital governance. As commercial transactions in the industry quickly become digi…
• Multi-Agent Orchestration for Intent-Based Network Operations: Automated Diagnosis and Remediation at Scale
  2026 · AI Agent 生态 · Modern network infrastructures have grown beyond the capacity of traditional ticket-based management systems, creating operational bottlenecks and extended resolution times. Multi-agent orchestration introduces a paradig…
• Agentic AI, Large Language Model Methodologies, and Workflow-Level ROI in Portfolio Risk Analysis at Navy Federal Credit Union: An Evidence-Constrained Quasi-Experimental Comparison of the Pre-Agentic Era (2023-2024) and the 2025 Transition
  2026 · AI Agent 生态 · This study examines whether publicly available evidence is consistent with an improvement in the workflow-level return on investment (ROI) of portfolio risk analysis at Navy Federal Credit Union after the institution mov…
• &lt;span&gt;Mandate&lt;/span&gt;: Underwriting, Monitoring and Governing AI Agents that Transact and Borrow A Credit-Risk and Accountability Workflow for Agentic Commerce
  2026 · AI Agent 生态 · Autonomous and semi-autonomous AI agents have begun to transact and, in short order, will borrow on behalf of consumers and businesses. The payment industry has moved quickly to build the rails for this: identity, author…
• Automation Won't Save You—Workflow Redesign Will: The Strategic Imperative for Value Capture in the Age of Agentic AI
  2026 · AI Agent 生态 · Artificial intelligence has transitioned from a productivity tool to a strategic inflection point, yet most organizations fail to capture enterprise value from individual efficiency gains because workflows remain unchang…
• Agentic AI-Driven Workflow Orchestration in Loan Trading Platforms: A Microservices and Hybrid Cloud Architecture Perspective
  2026 · AI Agent 生态 · Loan trading platforms operate as long-running, failure-prone distributed systems where workflow orchestration directly impacts correctness, tail latency, and operational cost. Conventional orchestrators implement static…
• AGENTIC AI FOR ENTERPRISE WORKFLOW AUTOMATION: IMPACT AND ARCHITECTURAL PRINCIPLES FOR MULTI-AGENT ORCHESTRATION
  2026 · AI Agent 生态 · The article examines the transformation of end-to-end automation in large organizations driven by generative and agentic AI. The aim of the work is to conceptualize the gap between formal regulations and actual process e…
• Who Sent This Agent? Cryptographic Organizational Identity for the Autonomous Agent Economy
  2026 · AI Agent 生态 · &lt;div&gt; The emerging autonomous agent economy requires a payment capability that no existing rail provides: microtransactions with accountability. Fiat payment rails provide accountability but cannot support &lt;span…
• Forecasting Agentic Commerce: How Compute Tokenization Reshapes Transaction Mechanisms in Autonomous Agent-to-Agent Economies
  2026 · AI Agent 生态 · Forecasts of agentic commerce increasingly emphasize the capability trajectory of large AI models, yet realized economic value also depends on whether autonomous agents can discover counterparties, compare offers, author…

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