Scaling LLM-Driven Multi-Agent Systems: Design Principles and Architectural Scalability Analysis | Paper Citation Record

Observation 15275ded-a024-4293-9878-af99b80fc999 · outbound

This paper cites Learning agents for uncertain environments,.

Scaling LLM-Driven Multi-Agent Systems: Design Principles and Architectural Scalability Analysis Learning agents for uncertain environments,

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This paper cites A roadmap of agent research and development,.

Scaling LLM-Driven Multi-Agent Systems: Design Principles and Architectural Scalability Analysis A roadmap of agent research and development,

Reference 2

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This paper cites The rise and potential of large language model based agents: A survey,.

Scaling LLM-Driven Multi-Agent Systems: Design Principles and Architectural Scalability Analysis The rise and potential of large language model based agents: A survey,

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Scaling LLM-Driven Multi-Agent Systems: Design Principles and Architectural Scalability Analysis KoLA: Carefully Benchmarking World Knowledge of Large Language Models

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Scaling LLM-Driven Multi-Agent Systems: Design Principles and Architectural Scalability Analysis GPT-4 Technical Report

Reference 5

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Scaling LLM-Driven Multi-Agent Systems: Design Principles and Architectural Scalability Analysis Language models are few-shot learners,

Reference 6

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Observation c51d0720-7022-4ba3-9753-e1b8917f5eef · outbound

This paper cites A Survey of LLM-based Agents in Medicine: How far are we from Baymax?.

Scaling LLM-Driven Multi-Agent Systems: Design Principles and Architectural Scalability Analysis A Survey of LLM-based Agents in Medicine: How far are we from Baymax?

Reference 7

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This paper cites React: Synergizing reasoning and acting in language models,.

Scaling LLM-Driven Multi-Agent Systems: Design Principles and Architectural Scalability Analysis React: Synergizing reasoning and acting in language models,

Reference 8

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Observation f263b19c-73b8-425f-9b11-2d049d2de371 · outbound

This paper cites The Landscape of Emerging AI Agent Architectures for Reasoning, Planning, and Tool Calling: A Survey.

Scaling LLM-Driven Multi-Agent Systems: Design Principles and Architectural Scalability Analysis The Landscape of Emerging AI Agent Architectures for Reasoning, Planning, and Tool Calling: A Survey

Reference 9

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Observation 80a498c1-99fb-49de-86f5-9821c324eab4 · outbound

This paper cites RULER: What's the Real Context Size of Your Long-Context Language Models?.

Scaling LLM-Driven Multi-Agent Systems: Design Principles and Architectural Scalability Analysis RULER: What's the Real Context Size of Your Long-Context Language Models?

Reference 10

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Observation 62f12fd2-76c9-48dd-a6a3-28a7d5060b78 · outbound

This paper cites Llm-based multi-agent systems for software engineering: Literature review, vision, and the road ahead,.

Scaling LLM-Driven Multi-Agent Systems: Design Principles and Architectural Scalability Analysis Llm-based multi-agent systems for software engineering: Literature review, vision, and the road ahead,

Reference 11

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Observation 20bbfa24-df0c-48e9-aac7-d1647c606a72 · outbound

This paper cites AgentBench: Evaluating LLMs as Agents.

Scaling LLM-Driven Multi-Agent Systems: Design Principles and Architectural Scalability Analysis AgentBench: Evaluating LLMs as Agents

Reference 12

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Observation fd68cfc9-dd3e-4d2e-8c0c-fcffebc3e307 · outbound

This paper cites Multi-Agent Computer Use.

Scaling LLM-Driven Multi-Agent Systems: Design Principles and Architectural Scalability Analysis Multi-Agent Computer Use

Reference 13

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Observation 2bfec0e4-c6b7-426c-8bc2-72088449f808 · outbound

This paper cites Agentverse: Facilitating multi- agent collaboration and exploring emergent behaviors,.

Scaling LLM-Driven Multi-Agent Systems: Design Principles and Architectural Scalability Analysis Agentverse: Facilitating multi- agent collaboration and exploring emergent behaviors,

Reference 14

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Observation 15a24ff5-c917-48cf-9dff-9836088178c3 · outbound

This paper cites Large Language Model based Multi-Agents: A Survey of Progress and Challenges.

Scaling LLM-Driven Multi-Agent Systems: Design Principles and Architectural Scalability Analysis Large Language Model based Multi-Agents: A Survey of Progress and Challenges

Reference 15

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This paper cites Camel: Communicative agents for.

Scaling LLM-Driven Multi-Agent Systems: Design Principles and Architectural Scalability Analysis Camel: Communicative agents for

Reference 16

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Observation b37e1cda-3b41-4cd6-aefc-0128dc6223e1 · outbound

This paper cites Why Do Multi-Agent LLM Systems Fail?.

Scaling LLM-Driven Multi-Agent Systems: Design Principles and Architectural Scalability Analysis Why Do Multi-Agent LLM Systems Fail?

Reference 17

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This paper cites A survey on llm- based multi-agent systems: workflow, infrastructure, and challenges,.

Scaling LLM-Driven Multi-Agent Systems: Design Principles and Architectural Scalability Analysis A survey on llm- based multi-agent systems: workflow, infrastructure, and challenges,

Reference 18

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Observation fc0e0524-4302-45a8-b6e0-e3b1bcca1cc3 · outbound

This paper cites LLM Multi-Agent Systems: Challenges and Open Problems.

Scaling LLM-Driven Multi-Agent Systems: Design Principles and Architectural Scalability Analysis LLM Multi-Agent Systems: Challenges and Open Problems

Reference 19

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Observation 8da7be4f-f0b2-4a65-b78b-e5b743c640e2 · outbound

This paper cites Beyond Self-Talk: A Communication-Centric Survey of LLM-Based Multi-Agent Systems.

Scaling LLM-Driven Multi-Agent Systems: Design Principles and Architectural Scalability Analysis Beyond Self-Talk: A Communication-Centric Survey of LLM-Based Multi-Agent Systems

Reference 20

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Observation 9779310d-e17f-423c-8024-0f186453e64d · outbound

This paper cites Stay Focused: Problem Drift in Multi-Agent Debate.

Scaling LLM-Driven Multi-Agent Systems: Design Principles and Architectural Scalability Analysis Stay Focused: Problem Drift in Multi-Agent Debate

Reference 21

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This paper cites Metagpt: Meta programming for a multi-agent collaborative framework,.

Scaling LLM-Driven Multi-Agent Systems: Design Principles and Architectural Scalability Analysis Metagpt: Meta programming for a multi-agent collaborative framework,

Reference 22

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This paper cites Scaling Large Language Model-based Multi-Agent Collaboration.

Scaling LLM-Driven Multi-Agent Systems: Design Principles and Architectural Scalability Analysis Scaling Large Language Model-based Multi-Agent Collaboration

Reference 23

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This paper cites ChatEval: Towards Better LLM-based Evaluators through Multi-Agent Debate.

Scaling LLM-Driven Multi-Agent Systems: Design Principles and Architectural Scalability Analysis ChatEval: Towards Better LLM-based Evaluators through Multi-Agent Debate

Reference 24

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This paper cites A survey on large language model based autonomous agents,.

Scaling LLM-Driven Multi-Agent Systems: Design Principles and Architectural Scalability Analysis A survey on large language model based autonomous agents,

Reference 25

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This paper cites Reflex- ion: Language agents with verbal reinforcement learning,.

Scaling LLM-Driven Multi-Agent Systems: Design Principles and Architectural Scalability Analysis Reflex- ion: Language agents with verbal reinforcement learning,

Reference 26

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This paper cites Multi-Agent Collaboration: Harnessing the Power of Intelligent LLM Agents.

Scaling LLM-Driven Multi-Agent Systems: Design Principles and Architectural Scalability Analysis Multi-Agent Collaboration: Harnessing the Power of Intelligent LLM Agents

Reference 27

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This paper cites Improving factuality and reasoning in language models through multiagent debate,.

Scaling LLM-Driven Multi-Agent Systems: Design Principles and Architectural Scalability Analysis Improving factuality and reasoning in language models through multiagent debate,

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Scaling LLM-Driven Multi-Agent Systems: Design Principles and Architectural Scalability Analysis Teaching Large Language Models to Self-Debug

Reference 29

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This paper cites Demystifying llm-based software engineering agents,.

Scaling LLM-Driven Multi-Agent Systems: Design Principles and Architectural Scalability Analysis Demystifying llm-based software engineering agents,

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Scaling LLM-Driven Multi-Agent Systems: Design Principles and Architectural Scalability Analysis AgentCoder: Multi-Agent-based Code Generation with Iterative Testing and Optimisation

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Scaling LLM-Driven Multi-Agent Systems: Design Principles and Architectural Scalability Analysis Chatdev: Communicative agents for software development,

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Scaling LLM-Driven Multi-Agent Systems: Design Principles and Architectural Scalability Analysis Agilecoder: Dynamic collaborative agents for software development based on agile methodology,

Reference 33

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Scaling LLM-Driven Multi-Agent Systems: Design Principles and Architectural Scalability Analysis Swe-agent: Agent-computer interfaces enable automated software engineering,

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Scaling LLM-Driven Multi-Agent Systems: Design Principles and Architectural Scalability Analysis (2025) Claude code

Reference 35

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Scaling LLM-Driven Multi-Agent Systems: Design Principles and Architectural Scalability Analysis (2025) Openai codex

Reference 36

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Scaling LLM-Driven Multi-Agent Systems: Design Principles and Architectural Scalability Analysis Literature Review Of Multi-Agent Debate For Problem-Solving

Reference 37

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Scaling LLM-Driven Multi-Agent Systems: Design Principles and Architectural Scalability Analysis Groupdebate: Enhancing the efficiency of multi-agent debate using group discussion,

Reference 38

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Scaling LLM-Driven Multi-Agent Systems: Design Principles and Architectural Scalability Analysis Auto-scaling llm-based multi-agent systems through dynamic integration of agents,

Reference 39

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Scaling LLM-Driven Multi-Agent Systems: Design Principles and Architectural Scalability Analysis AI Agents That Matter

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Scaling LLM-Driven Multi-Agent Systems: Design Principles and Architectural Scalability Analysis Unresolved cited work

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Observation 09ef839a-99e3-48e9-97c2-494e29cbaf31 · outbound

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Scaling LLM-Driven Multi-Agent Systems: Design Principles and Architectural Scalability Analysis Embodied LLM Agents Learn to Cooperate in Organized Teams

Reference 42

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Scaling LLM-Driven Multi-Agent Systems: Design Principles and Architectural Scalability Analysis Large language models for software engi- neering: A systematic literature review,

Reference 43

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Scaling LLM-Driven Multi-Agent Systems: Design Principles and Architectural Scalability Analysis Terminal-Bench: Benchmarking Agents on Hard, Realistic Tasks in Command Line Interfaces

Reference 44

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Scaling LLM-Driven Multi-Agent Systems: Design Principles and Architectural Scalability Analysis Tptu: large language model-based ai agents for task planning and tool usage,

Reference 45

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This paper cites A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions.

Scaling LLM-Driven Multi-Agent Systems: Design Principles and Architectural Scalability Analysis A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions

Reference 46

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Scaling LLM-Driven Multi-Agent Systems: Design Principles and Architectural Scalability Analysis POSIX: A Prompt Sensitivity Index For Large Language Models

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Scaling LLM-Driven Multi-Agent Systems: Design Principles and Architectural Scalability Analysis Large language models are zero-shot reasoners,

Reference 48

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Scaling LLM-Driven Multi-Agent Systems: Design Principles and Architectural Scalability Analysis Chain-of-thought prompting elicits reasoning in large language models,

Reference 49

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Scaling LLM-Driven Multi-Agent Systems: Design Principles and Architectural Scalability Analysis (2025) Gpt-5 system card

Reference 50

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Scaling LLM-Driven Multi-Agent Systems: Design Principles and Architectural Scalability Analysis Large language models are not fair evaluators,

Reference 51

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Observation a6ed5cef-c9fc-4a97-890b-ea09fa25d4f7 · outbound

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Scaling LLM-Driven Multi-Agent Systems: Design Principles and Architectural Scalability Analysis When Agents Disagree With Themselves: Behavioral Consistency as an Uncertainty Signal for LLM Agents

Reference 52

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Observation b635390e-3ba1-4065-a22d-2b527ea5b805 · outbound

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Scaling LLM-Driven Multi-Agent Systems: Design Principles and Architectural Scalability Analysis Mas-prove: Understanding the process verification of multi-agent systems,

Reference 53

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