When Do Multi-Agent Systems Help? An Information Bottleneck Perspective | Paper Citation Record

Observation d2646af3-b76a-4e50-947c-6ea3e1da6017 · outbound

This paper cites Alemi, Ian Fischer, Joshua V.

When Do Multi-Agent Systems Help? An Information Bottleneck Perspective Alemi, Ian Fischer, Joshua V

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T21:18:04.223251Z

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Observation 7d43eca3-dc3a-4c66-a0b5-c4d4f94f70ea · outbound

This paper cites On the reliability limits of llm-based multi-agent planning.arXiv preprint arXiv:2603.26993, 2026.

When Do Multi-Agent Systems Help? An Information Bottleneck Perspective On the reliability limits of llm-based multi-agent planning.arXiv preprint arXiv:2603.26993, 2026

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T21:18:04.368466Z

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Observation 2db56037-5f95-4bb9-97f6-4314e5ad9bda · outbound

This paper cites GameGPT: Multi-agent Collaborative Framework for Game Development.

When Do Multi-Agent Systems Help? An Information Bottleneck Perspective GameGPT: Multi-agent Collaborative Framework for Game Development

Reference 3

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Observation d0608e38-3d80-4b2c-9abf-4f420538c3c5 · outbound

This paper cites Are more LLM calls all you need? towards the scaling properties of compound AI systems.

When Do Multi-Agent Systems Help? An Information Bottleneck Perspective Are more LLM calls all you need? towards the scaling properties of compound AI systems

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T21:18:04.656354Z

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Observation 77e292be-0bb4-47c4-bd53-51e0eca28384 · outbound

This paper cites A Survey on LLM-based Multi-Agent System: Recent Advances and New Frontiers in Application.

When Do Multi-Agent Systems Help? An Information Bottleneck Perspective A Survey on LLM-based Multi-Agent System: Recent Advances and New Frontiers in Application

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T21:18:04.818891Z

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Observation 51ffae4b-ae31-4b17-af99-f708c76a8227 · outbound

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

When Do Multi-Agent Systems Help? An Information Bottleneck Perspective Agentverse: Facilitating multi-agent collaboration and exploring emergent behaviors

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T21:18:04.974852Z

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Observation ae2b67ba-d8a5-4be6-9209-f1f35a6bd918 · outbound

This paper cites Atlas: Constraints-aware multi-agent collaboration for real-world travel planning.arXiv preprint arXiv:2509.25586, 2025.

When Do Multi-Agent Systems Help? An Information Bottleneck Perspective Atlas: Constraints-aware multi-agent collaboration for real-world travel planning.arXiv preprint arXiv:2509.25586, 2025

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T21:18:05.110702Z

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Observation 804e3cba-7bec-415f-b4d5-8d6e27217f76 · outbound

This paper cites Tenenbaum, and Igor Mordatch.

When Do Multi-Agent Systems Help? An Information Bottleneck Perspective Tenenbaum, and Igor Mordatch

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T21:18:05.243001Z

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Observation 656ea5f7-25f4-41d3-84c1-bad286f69a64 · outbound

This paper cites Single-agent or Multi-agent Systems? Why Not Both?.

When Do Multi-Agent Systems Help? An Information Bottleneck Perspective Single-agent or Multi-agent Systems? Why Not Both?

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T21:18:05.367379Z

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Observation 53b8c878-32bd-4bb8-8748-94a44acdbaec · outbound

This paper cites Large language model based multi-agents: a survey of progress and challenges.

When Do Multi-Agent Systems Help? An Information Bottleneck Perspective Large language model based multi-agents: a survey of progress and challenges

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T21:18:05.529436Z

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Observation f8703b3c-2789-4180-94ff-f5fa9653e9b7 · outbound

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

When Do Multi-Agent Systems Help? An Information Bottleneck Perspective MetaGPT: Meta programming for a multi-agent collaborative framework

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T21:18:05.640411Z

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Observation 1a63014d-03fe-4544-94f4-57f16c919335 · outbound

This paper cites More agents is all you need.Transactions on Machine Learning Research, 2024.

When Do Multi-Agent Systems Help? An Information Bottleneck Perspective More agents is all you need.Transactions on Machine Learning Research, 2024

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T21:18:05.700922Z

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Observation 38b18c37-c670-428f-a91b-bc0b5b5cad55 · outbound

This paper cites AI agents that matter.Transactions on Machine Learning Research, 2025.

When Do Multi-Agent Systems Help? An Information Bottleneck Perspective AI agents that matter.Transactions on Machine Learning Research, 2025

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T21:18:05.764803Z

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Observation 32001f7e-ced6-4c23-b151-d10714027b32 · outbound

This paper cites Towards a Science of Scaling Agent Systems.

When Do Multi-Agent Systems Help? An Information Bottleneck Perspective Towards a Science of Scaling Agent Systems

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T21:18:05.864278Z

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Observation 129a5094-5f56-4ded-a50c-93bedebd11e7 · outbound

This paper cites Efficient memory management for large language model serving with pagedattention.

When Do Multi-Agent Systems Help? An Information Bottleneck Perspective Efficient memory management for large language model serving with pagedattention

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T21:18:06.072423Z

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Observation ee04f3b4-51e3-4abd-aa8b-e079b08e9ea5 · outbound

This paper cites Camel: Commu- nicative agents for "mind" exploration of large language model society.Advances in neural information processing systems, 36:51991–52008, 2023.

When Do Multi-Agent Systems Help? An Information Bottleneck Perspective Camel: Commu- nicative agents for "mind" exploration of large language model society.Advances in neural information processing systems, 36:51991–52008, 2023

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T21:18:06.249910Z

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Observation 8abd71c2-6488-40c3-85f4-e61b58b9b0c2 · outbound

This paper cites When single-agent with skills replace multi-agent systems and when they fail.arXiv preprint arXiv:2601.04748, 2026.

When Do Multi-Agent Systems Help? An Information Bottleneck Perspective When single-agent with skills replace multi-agent systems and when they fail.arXiv preprint arXiv:2601.04748, 2026

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T21:18:06.412848Z

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Observation ae55a504-4c12-4ad8-a812-4dd82c5b1526 · outbound

This paper cites Encouraging divergent thinking in large language models through multi-agent debate.

When Do Multi-Agent Systems Help? An Information Bottleneck Perspective Encouraging divergent thinking in large language models through multi-agent debate

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T21:18:06.526341Z

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Observation 834af297-66e4-4d53-81e4-e1aad822c00a · outbound

This paper cites Awq: Activation-aware weight quantization for on-device llm compression and acceleration.Proceedings of machine learning and systems, 6:87–100, 2024.

When Do Multi-Agent Systems Help? An Information Bottleneck Perspective Awq: Activation-aware weight quantization for on-device llm compression and acceleration.Proceedings of machine learning and systems, 6:87–100, 2024

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T21:18:06.592696Z

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Observation d018eb44-146d-4e7e-a905-964a23fc2170 · outbound

This paper cites Generative agents: Interactive simulacra of human behavior.

When Do Multi-Agent Systems Help? An Information Bottleneck Perspective Generative agents: Interactive simulacra of human behavior

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T21:18:06.647482Z

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Observation 40fb4853-73bf-4831-bcc2-3466a850a1ac · outbound

This paper cites ChatDev: Communicative agents for software development.

When Do Multi-Agent Systems Help? An Information Bottleneck Perspective ChatDev: Communicative agents for software development

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T21:18:06.697966Z

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Observation 0dbaaded-8074-4e72-b6c2-0a87f91f3f8b · outbound

This paper cites Scaling large language model-based multi-agent collaboration.

When Do Multi-Agent Systems Help? An Information Bottleneck Perspective Scaling large language model-based multi-agent collaboration

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T21:18:06.768667Z

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Observation 1bff6948-2c66-45f8-a51d-0982137df99d · outbound

This paper cites Emergentcoordinationinmulti-agentlanguagemodels.

When Do Multi-Agent Systems Help? An Information Bottleneck Perspective Emergentcoordinationinmulti-agentlanguagemodels

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T21:18:06.844967Z

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Observation 8c141aa2-2ffa-466d-8bda-d20e4b8c2771 · outbound

This paper cites Understanding the information propagation effects of communication topologies in llm-based multi-agent systems.

When Do Multi-Agent Systems Help? An Information Bottleneck Perspective Understanding the information propagation effects of communication topologies in llm-based multi-agent systems

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T21:18:06.905611Z

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Observation 719001fb-3227-41fc-b32c-0e34d5657c69 · outbound

This paper cites Alfred: A benchmark for interpreting grounded instructions for everyday tasks.

When Do Multi-Agent Systems Help? An Information Bottleneck Perspective Alfred: A benchmark for interpreting grounded instructions for everyday tasks

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T21:18:06.956522Z

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Observation 6024cf66-e7cb-48ed-977f-716457b36562 · outbound

This paper cites ALFWorld: Aligning Text and Embodied Environments for Interactive Learning.

When Do Multi-Agent Systems Help? An Information Bottleneck Perspective ALFWorld: Aligning Text and Embodied Environments for Interactive Learning

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-01T21:18:07.071304Z

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Observation e0dbc27a-bcfc-41ef-91e6-ba27ac723466 · outbound

This paper cites Broadcast approach for the information bottleneck channel.

When Do Multi-Agent Systems Help? An Information Bottleneck Perspective Broadcast approach for the information bottleneck channel

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-01T21:18:07.175092Z

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Observation 8e62aba3-56c5-457a-8666-788914c0b110 · outbound

This paper cites WorkBench: a Benchmark Dataset for Agents in a Realistic Workplace Setting.

When Do Multi-Agent Systems Help? An Information Bottleneck Perspective WorkBench: a Benchmark Dataset for Agents in a Realistic Workplace Setting

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-01T21:18:07.245600Z

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Observation 0b241b86-4be0-4e8c-9866-c6d8957e575b · outbound

This paper cites Deep learning and the information bottleneck principle.

When Do Multi-Agent Systems Help? An Information Bottleneck Perspective Deep learning and the information bottleneck principle

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-01T21:18:07.293657Z

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Observation 343f64f3-03af-4734-a14d-328cef7d4f6f · outbound

This paper cites The information bottleneck method.

When Do Multi-Agent Systems Help? An Information Bottleneck Perspective The information bottleneck method

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-01T21:18:07.343752Z

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Observation a4359ab7-309c-4044-aa4d-5210d2952e84 · outbound

This paper cites Single-Agent LLMs Outperform Multi-Agent Systems on Multi-Hop Reasoning Under Equal Thinking Token Budgets.

When Do Multi-Agent Systems Help? An Information Bottleneck Perspective Single-Agent LLMs Outperform Multi-Agent Systems on Multi-Hop Reasoning Under Equal Thinking Token Budgets

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-01T21:18:07.415389Z

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Observation f2b25504-4012-41fa-9b13-3d4c3ac7b9f8 · outbound

This paper cites Multi-Agent Collaboration Mechanisms: A Survey of LLMs.

When Do Multi-Agent Systems Help? An Information Bottleneck Perspective Multi-Agent Collaboration Mechanisms: A Survey of LLMs

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-01T21:18:07.461296Z

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Observation 42fb3145-782f-46e8-b556-036a27fe7026 · outbound

This paper cites Tdag: A multi-agent framework based on dynamic task decomposition and agent generation.Neural Networks, 185:107200, 2025.

When Do Multi-Agent Systems Help? An Information Bottleneck Perspective Tdag: A multi-agent framework based on dynamic task decomposition and agent generation.Neural Networks, 185:107200, 2025

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-01T21:18:07.537462Z

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Observation 7d91aa62-481b-4381-ab14-d748cae06445 · outbound

This paper cites WideSearch: Benchmarking Agentic Broad Info-Seeking.

When Do Multi-Agent Systems Help? An Information Bottleneck Perspective WideSearch: Benchmarking Agentic Broad Info-Seeking

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-01T21:18:07.587427Z

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Observation e07adda3-aee4-4117-a71a-d5f8f1962e82 · outbound

This paper cites Autogen: Enabling next-gen LLM applications via multi-agent conversations.

When Do Multi-Agent Systems Help? An Information Bottleneck Perspective Autogen: Enabling next-gen LLM applications via multi-agent conversations

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-01T21:18:07.660856Z

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Observation 3493e061-3254-4da5-98f2-2067343e4c13 · outbound

This paper cites TravelPlanner: A Benchmark for Real-World Planning with Language Agents.

When Do Multi-Agent Systems Help? An Information Bottleneck Perspective TravelPlanner: A Benchmark for Real-World Planning with Language Agents

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-01T21:18:07.731086Z

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Observation 79309f38-2afe-49a3-8d90-0e53432e6ae3 · outbound

This paper cites Information bottleneck for a Rayleigh fading MIMO channel with an oblivious relay.Information, 12(4):155, 2021.

When Do Multi-Agent Systems Help? An Information Bottleneck Perspective Information bottleneck for a Rayleigh fading MIMO channel with an oblivious relay.Information, 12(4):155, 2021

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-01T21:18:07.790224Z

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Observation b948849e-9173-465b-8657-05e6840613f1 · outbound

This paper cites Webshop: Towards scalable real-world web interaction with grounded language agents.Advances in Neural Information Processing Systems, 35: 20744–20757, 2022.

When Do Multi-Agent Systems Help? An Information Bottleneck Perspective Webshop: Towards scalable real-world web interaction with grounded language agents.Advances in Neural Information Processing Systems, 35: 20744–20757, 2022

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-01T21:18:07.855985Z

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Observation bba4a344-0049-4a95-8b14-796da7654591 · outbound

This paper cites A survey of multi-ai agent collaboration: Theories, technologies and applications.

When Do Multi-Agent Systems Help? An Information Bottleneck Perspective A survey of multi-ai agent collaboration: Theories, technologies and applications

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-01T21:18:07.912428Z

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Observation 830c9826-a57d-418a-bbd6-1dda74caf587 · outbound

This paper cites Autonomous Agents for Scientific Discovery: Orchestrating Scientists, Language, Code, and Physics.

When Do Multi-Agent Systems Help? An Information Bottleneck Perspective Autonomous Agents for Scientific Discovery: Orchestrating Scientists, Language, Code, and Physics

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-01T21:18:08.012149Z

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Observation 609a2e1b-ca2c-42a9-bce0-9bfda8c5d408 · outbound

This paper cites Toward greater autonomy in materials discovery agents: Unifying planning, physics, and scientists.Transactions on Machine Learning Research, 2026.

When Do Multi-Agent Systems Help? An Information Bottleneck Perspective Toward greater autonomy in materials discovery agents: Unifying planning, physics, and scientists.Transactions on Machine Learning Research, 2026

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-01T21:18:08.078759Z

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Observation 85c3ca3b-5efe-493b-8480-de22e3886bee · outbound

This paper cites put a heated egg in the fridge.

When Do Multi-Agent Systems Help? An Information Bottleneck Perspective put a heated egg in the fridge

Reference 42

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Observation bffe58d7-8b03-49b5-b26a-1ab61cac41ed · outbound

This paper cites [schema unchanged].

When Do Multi-Agent Systems Help? An Information Bottleneck Perspective [schema unchanged]

Reference 44

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Observation 6e87c2f8-a66e-4cf0-a7ae-780d572f0bcb · outbound

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When Do Multi-Agent Systems Help? An Information Bottleneck Perspective Unresolved cited work

Reference 45

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Observation 00c9db98-a563-4a9b-bff1-f3747e84e220 · outbound

This paper cites Workbench gpt-5 decompostion prompt You are an orchestrator for parallel web research.

When Do Multi-Agent Systems Help? An Information Bottleneck Perspective Workbench gpt-5 decompostion prompt You are an orchestrator for parallel web research

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-01T21:18:08.378916Z

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Observation 0c50ce0e-2fa1-4892-a4a8-6da543f96286 · outbound

This paper cites including X, Y, Z.

When Do Multi-Agent Systems Help? An Information Bottleneck Perspective including X, Y, Z

Reference 47

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Observation 32d6a673-5f3e-4ba9-83a2-ed2157e8d59e · outbound

This paper cites An axis is valid only if each bucket hits a DIFFERENT primary source.

When Do Multi-Agent Systems Help? An Information Bottleneck Perspective An axis is valid only if each bucket hits a DIFFERENT primary source

Reference 48

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Observation 8ae8e697-423f-468c-b7bf-0995c31769ff · outbound

This paper cites Drop nothing.

When Do Multi-Agent Systems Help? An Information Bottleneck Perspective Drop nothing

Reference 49

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Observation 2719f82c-e3d2-4012-8eb4-f6aa4e2caf8a · outbound

This paper cites prompt" field MUST be an imperative research instruction beginning with.

When Do Multi-Agent Systems Help? An Information Bottleneck Perspective prompt" field MUST be an imperative research instruction beginning with

Reference 50

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Observation e0a59cff-d93d-49d7-933d-deab39eec1fa · outbound

This paper cites Invalid action format.

When Do Multi-Agent Systems Help? An Information Bottleneck Perspective Invalid action format

Reference 55

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Observation 8a62c60a-eb32-4cc7-aa40-9cd3fb11742e · outbound

This paper cites You MUST output a report before the budget runs out.

When Do Multi-Agent Systems Help? An Information Bottleneck Perspective You MUST output a report before the budget runs out

Reference 56

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Observation 3b03f9e9-b444-4316-bc02-192d0b0762ca · outbound

This paper cites a saltshaker 1.

When Do Multi-Agent Systems Help? An Information Bottleneck Perspective a saltshaker 1

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-01T21:18:09.515992Z

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Observation 6f34127b-ce44-4207-af96-7b6ecb958176 · outbound

This paper cites look at X under the Y.

When Do Multi-Agent Systems Help? An Information Bottleneck Perspective look at X under the Y

Reference 60

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Observation 4b92f58b-2022-4014-9da0-b8ab1f95bd64 · outbound

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When Do Multi-Agent Systems Help? An Information Bottleneck Perspective Unresolved cited work

Reference 65

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Observation b620b58b-7ce0-4c77-93bf-9b8fb7cb5dd8 · outbound

This paper cites delete all X's leads.

When Do Multi-Agent Systems Help? An Information Bottleneck Perspective delete all X's leads

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-01T21:18:10.596582Z

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Observation 970f5030-cc3c-49a3-8158-63b15445e267 · outbound

This paper cites go to <receptacle N>.

When Do Multi-Agent Systems Help? An Information Bottleneck Perspective go to <receptacle N>

Reference 67

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Observation 5ea93887-a0a2-49d7-adaf-ad3833c27442 · outbound

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When Do Multi-Agent Systems Help? An Information Bottleneck Perspective Unresolved cited work

Reference 68

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Observation 864b9553-48e4-4045-8f2f-67c8a54ea6d6 · outbound

This paper cites move <object N> to <receptacle N>.

When Do Multi-Agent Systems Help? An Information Bottleneck Perspective move <object N> to <receptacle N>

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-01T21:18:10.874795Z

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Observation c455f3ca-5335-4776-a766-18694e4c0f41 · outbound

This paper cites an unresolved cited work.

When Do Multi-Agent Systems Help? An Information Bottleneck Perspective Unresolved cited work

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-01T21:18:11.015776Z

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Observation 4cc56237-c604-4e67-85a7-18fa088e6bb7 · outbound

This paper cites from A to B.

When Do Multi-Agent Systems Help? An Information Bottleneck Perspective from A to B

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-01T21:18:11.127962Z

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Observation 993b7900-58c3-47bd-9fdd-ee09b95d1ae5 · outbound

This paper cites ISBN 9798400712791.

When Do Multi-Agent Systems Help? An Information Bottleneck Perspective ISBN 9798400712791

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