Multi-Agent Large Language Model Systems

Ask about this topic

Recent momentum

-55%

18 papers in the last 28 days · 0.5% of indexed attention

Twelve weeks of publication activity for this topic as it is defined today.

Also in LLM Agents

Neighbouring directions

Large Language Model AgentsLlm-Based AgentPersonalized Large Language Model Agents

Weekly history

Recent digests

What was published in this topic, kept on the site without email delivery.

Period ending 2026-09-14

10 new papers

A weekly snapshot of new work published in Multi-Agent Large Language Model Systems.

Period ending 2026-09-07

9 new papers

A weekly snapshot of new work published in Multi-Agent Large Language Model Systems.

279 papers

Latest in Multi-Agent Large Language Model Systems

Open your feed →
CardsList

  1. Faithful yet Collusive: Why Chain-of-Thought Monitoring Cannot Detect Collusion in LLM Pricing Agents under Oligopolistic Competition

    Sep 16, 2026Dohun Lee, Hyunwoo ParkAlgorithmic CollusionMulti-Agent Large Language Model Systems

  2. Bias Amplification in Multi-Agent Network: How Biased Agents Shape Opinions and Rhetoric

    Sep 16, 2026Omran Berjawi, Giuseppe Fenza, Rida KhatounLarge Language Model BiasMulti-Agent Large Language Model Systems

  3. ToMAS: A Pilot Failure-Grounded Theory-of-Mind Benchmark from Multi-Agent LLM Failures

    Sep 15, 2026Muhammad Ashar Ishfaq, Glaucia MeloStep-Level Failure AttributionMulti-Agent Large Language Model Systems

  4. The Universe of Universes: Benefit Yield Functions, Implosion Thresholds, and Infrastructure-Aware Optimization in Multi-LLM Systems

    Sep 14, 2026Danielle Franklin, Vasu Raj JainMulti-Agent Large Language Model Systems

  5. AIM: A Privacy-Aware Interoperable Memory Framework for Multi-Agent Multi-User LLM Systems

    Sep 14, 2026Zachary Johnson, Nigel Boachie Kumankumah, Somya Chatterjee +8Multi-Agent Large Language Model Systems

  6. Diverse Minds, Divided Networks? Personality Composition, Polarization, and Collective Intelligence in LLM-Based Social Simulations

    Sep 14, 2026Raad Bin TareafPersonalityCollective Intelligence

  7. Loop-Back Authority in LLM Agent Teams: A Paired Experiment on Flat and Hierarchical Coordination

    Sep 13, 2026Burak Agachan, Max van Duijn, Amirhossein ZohrehvandMulti-Agent Large Language Model Systems

  8. Evaluating Scaffolding-Oriented Multi-Agent Large Language Model System for Clinical Interview Training

    Sep 12, 2026Luming Yang, Haoxian Liu, Siqing Li +4Simulated PatientsMulti-Agent Large Language Model Systems

  9. The Oligarch Barely Steers Model Collapse in Multi-Model Ecosystems

    Sep 12, 2026Yangze Liu, Zhongyi HanCollapseArtificial Intelligence Models

  10. How AI Coders Discuss, Disagree, and Reach Consensus: Challenges and Opportunities for LLM-Based Qualitative Coding

    Sep 12, 2026Jeongyeon Kim, John MitchellCoding AgentsMulti-Agent Large Language Model Systems

  11. Decoupling Readiness from Release for Tail-Aware Scheduling of Agentic LLM Workflows

    Sep 12, 2026Bochao Feng, Jianjiang Li, Haojie Wang +4Agentic WorkflowsWorkflow Automation and Optimization

  12. UnitBoost: Managing Compound LLM Systems with a Merge Operator, Not a Model

    Sep 9, 2026Xing Zhang, Guanghui Wang, Yanwei Cui +2Multi-Agent Large Language Model SystemsTask-Level

  13. SRPO: Setwise Relative Policy Optimization for Multi-Agent LLMs

    Sep 8, 2026Shengtian Yang, Ziyu Xiong, Yu Li +3Multi-Agent Large Language Model SystemsCo-Evolution

  14. A Layered Analysis of Disagreement And Answer Quality in Multi-Agent LLM Debate

    Sep 7, 2026Chen QianMulti-Agent DebateDisagreement

  15. Audit Without Verification: When LLM Accountability Layers Relay Rather Than Check

    Sep 7, 2026Paul-Peter ArslanAlgorithm AuditingStep-Level Failure Attribution

  16. How Long Until Your Robot Ignores You? A Safety Benchmark for LLM Orchestrators in Human-Humanoid Collaboration

    Sep 7, 2026Aulon Bajrami, Mohamed Elshamouty, Werner KrausLarge Language Model SafetySafety Benchmarks

  17. Why Better Models Can Create Riskier Systems: Evidence from LLM Agents in Financial Markets

    Sep 7, 2026Jillian Ross, Eric So, Zoe De Simone +2Multi-Agent Large Language Model SystemsLarge Language Model Agents

  18. GlossoGen: Emergent Language in Complex Multi-Agent LLM Interactions

    Sep 1, 2026Elias Stengel-Eskin, Newton Sander, Carlos Bonetti +4Multi-Agent Large Language Model SystemsEvolution

  19. EDGE: Error Dependency Graph-Guided Multi-Error Attribution in Multi-Agent LLM Systems

    Sep 1, 2026Jun Hou, Priya Pitre, Yi Fang +1Step-Level Failure AttributionMulti-Agent Large Language Model Systems

  20. Control-Data Flow Separation: Stable Prompt Optimization in Multi-Agent LLMs

    Sep 1, 2026Wentao Zhang, Syed Shariyar Murtaza, Junaid Ahmad Bhatti +4Multi-Agent Large Language Model SystemsAutomatic Prompt Optimization

  21. SoK: When Safe Agents Fail Together: The Security of Multi Agent LLM Systems

    Sep 1, 2026Rui Yang, Junjie Xu, Zhengyu Liu +4Decentralized Multi-Agent SystemMulti-Agent Large Language Model Systems

  22. Delegation Without Trust: An Empirical Gap Analysis of Identity, Authorization, and Runtime Governance in Multi-Agent LLM Systems

    Aug 31, 2026Panduranga Sai Varma Dantuluri, Jyotirmoy SundiDelegationAuthorization

  23. SwarmBench: Can Large Language Models Act as Agent Swarm Orchestrators?

    Aug 31, 2026Jinshan Gao, Zhuoran Jin, Tianyi Men +2Multi-Agent OrchestrationAgentic Benchmarks

  24. ProgRouter: Online Progress-Guided Orchestration for Multi-Agent LLM Workflows under Quality-Cost Tradeoffs

    Aug 26, 2026Songyuan Li, Ahmed M. Abdelmoniem, Shiqiang WangLarge Language Model RoutingMulti-Agent Large Language Model Systems

  25. AaLLM: An End-to-End Analog Circuit Design Framework from Topology Generation to Sizing Using Large Language Models

    Aug 13, 2026Mohammed Ayman Habib, Rylan Hart, Morteza FayaziAnalog CircuitsCircuits

  26. StateBridge: Training-free Hidden-state Alignment for Latent Communication in LLM Multi-Agent Systems

    Aug 13, 2026Yanwen Peng, Delvin Ce Zhang, Xi Wang +1Multi-Agent Large Language Model SystemsLatent Representation Alignment

  27. Do LLMs Beat Nash? Testing Decentralized Coordination in Self-Play Multi-Agent Games

    Aug 12, 2026Deborah Sinishaw, Qile Zhu, Edwin Meriaux +1Multi-Agent CoordinationMulti-Agent Large Language Model Systems

  28. XBridge: Entity-Grounded Latent Bridge for Heterogeneous LLM Communication

    Aug 12, 2026Wooseong Yang, Wei-Chieh Huang, Weizhi Zhang +3Multi-Agent Large Language Model SystemsCross-Architecture Alignment

  29. Beyond Tier Labels: Role- and Deployment-Dependent Model Substitution in Multi-Call LLM Workflows

    Aug 10, 2026Renxiang Wang, Jiaming CuiLarge Language Model RoutingMulti-Agent Large Language Model Systems

  30. IDRAAK: From Multi-Agent NLP to Few-Shot Prompting for Semantic Drift Detection in Technical Requirements

    Aug 9, 2026Shiva AhirMulti-Agent Large Language Model SystemsEngineering

  31. LatticeMind: A Conflict-Aware Memory Primitive for Multi-Agent Systems

    Aug 8, 2026Heng Zhou, Lian Zhang, Yutao Fan +5Agent MemoryMulti-Agent Large Language Model Systems

  32. The Authority Expectancy Effect in Multi-User Conflict

    Aug 8, 2026Eunna LeeAuthorityPrioritization

  33. Verication-driven closed-loop multi-agent large language modelframework for code-compliant structural design

    Aug 8, 2026Jianbin Luo, Weibin Lin, Yiran Lin +2Formal VerificationCode Quality

  34. Contextual Value Alignment via Multilayer Combinatorial Fusion

    Aug 7, 2026Yuanhong Wu, Djallel Bouneffouf, D. Frank HsuMulti-Agent Large Language Model SystemsSingle-Agent Baselines

  35. A MARL Centered Reference Architecture for Large Language Model Augmentation in Smart Manufacturing

    Aug 7, 2026Fouad Bahrpeyma, Dirk ReicheltMulti-Agent Large Language Model SystemsMulti-Agent Reinforcement Learning

  36. Does Splitting a Triage Decision Across Agents Hide Bias or Help Catch It? A Multi-Agent Simulation Study of LLM-Based Resource Allocation Under Audit Capacity Constraints

    Aug 7, 2026Paul-Peter ArslanLarge Language Model BiasMulti-Agent Large Language Model Systems

  37. When Coordination Becomes a Threat: Communication Attacks in LLM-Controlled Multi-Robot Systems

    Aug 7, 2026Zhen Huang, Zhihuang Liu, Weijia Shi +3Multi-Robot SystemsMulti-Agent Large Language Model Systems

  38. A Two-Tier Perspective on Inference-Time Parallelism in Multi-Agent LLM Systems

    Aug 6, 2026Zihan Xu, Haolin Tian, Hai JiangMulti-Agent Large Language Model SystemsParallel Decoding and Training

  39. When Does Latent Communication Pay? A Causal Audit of Relayed KV Caches in Multi-Agent LLMs

    Aug 5, 2026Jiaming Cheng, Subhransu Das, Rajiv RamnathMulti-Agent Large Language Model SystemsKey-Value Cache

  40. RouteGuard: Certifying Routing Gain in LLM Multi-Agent Systems When Complementarity Is Not Enough

    Aug 5, 2026Anchen Sun, Kaiqi YangLarge Language Model RoutingMulti-Agent Large Language Model Systems

  41. Combating Knowledge Corruption in Agent Systems: A Byzantine-Tolerant Secure Collaborative RAG Framework

    Aug 5, 2026Zhaoqi Wang, Daqing He, Zijian Zhang +13Multi-Agent Large Language Model SystemsRetrieval-Augmented Generation

  42. An Actionable Diagnosis of Multilingual, Multi-Agent Planning Failures

    Aug 4, 2026Vikas Pahuja, Jonathan Brokman, Omer Hofman +6Multi-Agent Large Language Model SystemsMultilingual

  43. SFT Conflicts, RL Coexists: A Theoretical and Empirical Analysis of Multi-Task Learning for LLMs

    Aug 4, 2026Kejian Zhu, Zhuoran Jin, Shangqing Tu +5Multi-Task Reinforcement LearningMulti--Task Learning

  44. Relational Priors as Convergence Pressure in LLM-Based Multi-Agent Systems

    Aug 4, 2026Ming Shen, Chao Shang, Sadat Shahriar +4Multi-Agent Large Language Model SystemsMulti-Agent Debate

  45. Emergence of Biased Consensus in Multi-Agent LLM Debates

    Aug 3, 2026Maya OkawaMulti-Agent DebateMulti-Agent Large Language Model Systems

  46. Microscopic dynamics of consensus formation in multi-agent LLM Naming Games

    Aug 3, 2026Cristiano De Nobili, Vijayasri Iyer, Alessandro Codello +1Multi-Agent Large Language Model SystemsConsensus

  47. Conformity Mitigations in Large Language Models Lie on a Single Resistance-Receptivity Frontier

    Aug 3, 2026Zafar Hussain, Kristoffer NielboMmlu-ProMulti-Agent Large Language Model Systems

  48. Training Small LLMs as Spatial Multi-Agent Policies

    Aug 2, 2026Yi Mao, Andrew PerraultMulti-Agent Reinforcement LearningMulti-Agent Large Language Model Systems

  49. When Prompts Control Robots: Prompt Injection Attacks in Multi-Agent Robotic Systems

    Aug 1, 2026Neha Nagaraja, Amisha Bagari, Hayretdin BahsiMulti-Agent Large Language Model SystemsMulti-Robot Systems

  50. Adversarial Attacks in Multi-Agent LLM Pipelines: Unveiling Structural Vulnerabilities in Agentic AI Architectures

    Aug 1, 2026Faisal Haque Bappy, Tahrim Hossain, Tarannum Shaila Zaman +3Language Model Evasion AttacksMulti-Agent Large Language Model Systems

  51. When Does LLM Orchestration Pay Off? A Controlled Evaluation of Accuracy, Cost, and Task Difficulty

    Aug 1, 2026Nicolas Leins, Nico Pelleriti, Jana Gonnermann-Müller +1Inference CostOrchestration

  52. Harnessing the Wisdom of LLM Crowds through Complementarity-Driven Iterative Collaboration

    Jul 31, 2026Yanbin Fang, Xuan Wei, Wei ChenMulti-Agent Large Language Model SystemsArtificial Intelligence Systems

  53. CyberNeuro: A Privacy-Preserving Agentic Workbench for Cohort-Scale Neuroimage and Clinical Data Analysis

    Jul 30, 2026Ran Ren, Junhong Tong, Yunxi Kong +10Neuroimaging ModelsAgentic Workflows

  54. Can Large Language Models Execute Parent Orders?

    Jul 30, 2026Zane Shen, Xinli Xu, Guangyi Zhang +7Multi-Agent Large Language Model Systems

  55. Σ-Mem: An Online Reliability Memory for LLM-based Multi-Agent Systems

    Jul 30, 2026Peilin Feng, Suorong Yang, Soujanya PoriaAgent MemoryMulti-Agent Large Language Model Systems

  56. Belief Coevolution in a Social Network of Generalist and Specialist Large Language Models

    Jul 29, 2026Germans Savcisens, Samantha Dies, Courtney Maynard +1Multi-Agent Large Language Model SystemsOpinion Dynamics

  57. Two Calls Beat Five Agents: Evaluating Multi-Agent Pipelines Against Self-Refinement for Local Language Models

    Jul 29, 2026Ashish Prajapati, Om MohiteMulti-Agent Large Language Model SystemsAgentic Pipeline

  58. Do Latent Channels Actually Communicate? A Causal Audit of Latent Multi-Agent LLM

    Jul 29, 2026Huixiang Zhang, Mahzabeen EmuMulti-Agent Large Language Model SystemsAlgorithm Auditing

  59. Runtime Uncertainty Monitoring for LLM-Based Multi-Agent Systems Using Bayesian Networks

    Jul 28, 2026Bart Custers, Koorosh AslansefatLarge Language Model UncertaintyUncertainty Propagation

  60. Toward an Organizational Science of Multi-Agent LLM Systems: Decoupling Who, How, and Which Algorithm

    Jul 28, 2026Huan Chen, Xiang Song, Jian Jin +2Multi-Agent Large Language Model SystemsCollaboration