Paper Citation Record · LEDGER

Herd Behavior: Investigating Peer Influence in LLM-based Multi-Agent Systems

As of 20 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 17 inbound Pith citation observations for arXiv:2505.21588.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2505.21588 v1

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:45:26.967355Z

measured 56 of 56 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 17 of 17 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-14T04:24:50.787214Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-01T22:26:18.007883Z

Reference resolution

39 of 39 outbound references displayed

verified exact2
verified fuzzy1
unresolved36
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 81d55ad5-9540-4254-aaa3-5c6ea9cf2598 · outbound

This paper cites GPT-4 Technical Report.

Herd Behavior: Investigating Peer Influence in LLM-based Multi-Agent Systems GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T13:45:24.335588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09a45cfc-bb02-4a97-a27b-3b18ce8a4efd · outbound

This paper cites an unresolved cited work.

Herd Behavior: Investigating Peer Influence in LLM-based Multi-Agent Systems Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T13:45:24.367038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5bf276b6-200f-42c8-b656-0cc0368beb48 · outbound

This paper cites an unresolved cited work.

Herd Behavior: Investigating Peer Influence in LLM-based Multi-Agent Systems Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:45:29.364557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f7ba7e4b-1acf-469e-94e8-e1ab9b900893 · outbound

This paper cites an unresolved cited work.

Herd Behavior: Investigating Peer Influence in LLM-based Multi-Agent Systems Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:45:29.243538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a673d618-3fb9-403f-b591-14b82da1ba6c · outbound

This paper cites an unresolved cited work.

Herd Behavior: Investigating Peer Influence in LLM-based Multi-Agent Systems Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:45:29.120304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7cedf4ad-db88-449f-a92c-8cdffe135e02 · outbound

This paper cites an unresolved cited work.

Herd Behavior: Investigating Peer Influence in LLM-based Multi-Agent Systems Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:45:28.983996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ea3364fc-06f6-40c3-b148-66a2e06ced11 · outbound

This paper cites RoundTable: Investigating Group Decision-Making Mechanism in Multi-Agent Collaboration.

Herd Behavior: Investigating Peer Influence in LLM-based Multi-Agent Systems RoundTable: Investigating Group Decision-Making Mechanism in Multi-Agent Collaboration

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-08-07T13:45:27.435233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 32457876-c9d0-4fef-8a6e-ab53750d7375 · outbound

This paper cites Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge.

Herd Behavior: Investigating Peer Influence in LLM-based Multi-Agent Systems Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T13:45:24.800378Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0f9cdd3-de2e-499c-b29e-706469b11976 · outbound

This paper cites an unresolved cited work.

Herd Behavior: Investigating Peer Influence in LLM-based Multi-Agent Systems Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T13:45:24.856388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dcd6706f-5968-4c40-87fa-7a617fbda8e9 · outbound

This paper cites Towards Measuring the Representation of Subjective Global Opinions in Language Models.

Herd Behavior: Investigating Peer Influence in LLM-based Multi-Agent Systems Towards Measuring the Representation of Subjective Global Opinions in Language Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T13:45:24.940767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b01f333-f357-406a-93bf-548901eabe49 · outbound

This paper cites an unresolved cited work.

Herd Behavior: Investigating Peer Influence in LLM-based Multi-Agent Systems Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:45:28.865633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 009ec563-ffa1-4652-a4ea-c07ea35151b5 · outbound

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

Herd Behavior: Investigating Peer Influence in LLM-based Multi-Agent Systems Large Language Model based Multi-Agents: A Survey of Progress and Challenges

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T13:45:25.119341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6cf4f020-1fb8-4403-b69b-a249d330672f · outbound

This paper cites MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework.

Herd Behavior: Investigating Peer Influence in LLM-based Multi-Agent Systems MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T13:45:25.202270Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b0190ad-0c55-4501-ab5d-34522976fb6a · outbound

This paper cites Do Language Models Exhibit Human-like Structural Priming Effects?.

Herd Behavior: Investigating Peer Influence in LLM-based Multi-Agent Systems Do Language Models Exhibit Human-like Structural Priming Effects?

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T13:45:25.262578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4df5e8a-0f8c-4991-89c9-85255de74185 · outbound

This paper cites Are You Sure? Challenging LLMs Leads to Performance Drops in The FlipFlop Experiment.

Herd Behavior: Investigating Peer Influence in LLM-based Multi-Agent Systems Are You Sure? Challenging LLMs Leads to Performance Drops in The FlipFlop Experiment

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T13:45:25.333973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 990c87f1-6bc2-4ccb-a3e0-1c6d94a35d92 · outbound

This paper cites an unresolved cited work.

Herd Behavior: Investigating Peer Influence in LLM-based Multi-Agent Systems Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T13:45:25.410097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 906f2c7a-5b88-412d-a8b0-103c5382b4d2 · outbound

This paper cites Exploring Prosocial Irrationality for LLM Agents: A Social Cognition View.

Herd Behavior: Investigating Peer Influence in LLM-based Multi-Agent Systems Exploring Prosocial Irrationality for LLM Agents: A Social Cognition View

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T13:45:25.487803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ebcaf23-a6ec-445f-89b5-161ed047281e · outbound

This paper cites d, Juliane E K \.

Herd Behavior: Investigating Peer Influence in LLM-based Multi-Agent Systems d, Juliane E K \

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:45:28.745226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d1311eaa-f532-457f-ac8e-f03ce4860659 · outbound

This paper cites an unresolved cited work.

Herd Behavior: Investigating Peer Influence in LLM-based Multi-Agent Systems Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:45:28.575058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 53c8bd15-59c0-441d-ae2a-ca0b9d266cd4 · outbound

This paper cites an unresolved cited work.

Herd Behavior: Investigating Peer Influence in LLM-based Multi-Agent Systems Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:45:28.449914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 87457513-7db8-4506-8115-62353d7a0530 · outbound

This paper cites an unresolved cited work.

Herd Behavior: Investigating Peer Influence in LLM-based Multi-Agent Systems Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:45:28.311860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation dffc5f82-bb33-4fea-acfb-fa0764e37b3c · outbound

This paper cites an unresolved cited work.

Herd Behavior: Investigating Peer Influence in LLM-based Multi-Agent Systems Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T13:45:25.829343Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc6e31e4-1354-416b-92fc-550b29a252b1 · outbound

This paper cites an unresolved cited work.

Herd Behavior: Investigating Peer Influence in LLM-based Multi-Agent Systems Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:45:28.181256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 0ae35673-8697-468c-963b-25b520f70293 · outbound

This paper cites an unresolved cited work.

Herd Behavior: Investigating Peer Influence in LLM-based Multi-Agent Systems Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:45:28.005987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation b91bba65-aa76-4045-a5c4-288363610d06 · outbound

This paper cites an unresolved cited work.

Herd Behavior: Investigating Peer Influence in LLM-based Multi-Agent Systems Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T13:45:26.009017Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb45eb07-5e67-40fd-a9ad-197d4156c7ff · outbound

This paper cites an unresolved cited work.

Herd Behavior: Investigating Peer Influence in LLM-based Multi-Agent Systems Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T13:45:26.075615Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4d26baa-1a08-430b-b1bf-f20331c4c9b6 · outbound

This paper cites SocialIQA: Commonsense Reasoning about Social Interactions.

Herd Behavior: Investigating Peer Influence in LLM-based Multi-Agent Systems SocialIQA: Commonsense Reasoning about Social Interactions

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T13:45:26.149433Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6acb1705-6a08-4ee6-94e2-744399bd45f3 · outbound

This paper cites an unresolved cited work.

Herd Behavior: Investigating Peer Influence in LLM-based Multi-Agent Systems Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T13:45:26.242420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9886ff14-1adb-4d45-a516-22a41feef6cd · outbound

This paper cites an unresolved cited work.

Herd Behavior: Investigating Peer Influence in LLM-based Multi-Agent Systems Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:45:27.874964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 097ad310-ed4c-4d80-ad8e-822564d86a91 · outbound

This paper cites an unresolved cited work.

Herd Behavior: Investigating Peer Influence in LLM-based Multi-Agent Systems Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T13:45:26.372697Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc394799-fef3-443a-95b4-2b6f8ff8328a · outbound

This paper cites an unresolved cited work.

Herd Behavior: Investigating Peer Influence in LLM-based Multi-Agent Systems Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T13:45:26.427327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f58f7b98-3f99-4206-b296-73dfcdfdea0f · outbound

This paper cites Do as We Do, Not as You Think: the Conformity of Large Language Models.

Herd Behavior: Investigating Peer Influence in LLM-based Multi-Agent Systems Do as We Do, Not as You Think: the Conformity of Large Language Models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T13:45:26.480036Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 478d2c01-c058-42d0-abef-80bd5a37659d · outbound

This paper cites The Hidden Strength of Disagreement: Unraveling the Consensus-Diversity Tradeoff in Adaptive Multi-Agent Systems.

Herd Behavior: Investigating Peer Influence in LLM-based Multi-Agent Systems The Hidden Strength of Disagreement: Unraveling the Consensus-Diversity Tradeoff in Adaptive Multi-Agent Systems

Reference 33

Resolution: verified exact; local_arxiv, observed 2026-08-07T13:45:27.137035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 32231560-4c11-4e59-9339-a26e9e9c5343 · outbound

This paper cites an unresolved cited work.

Herd Behavior: Investigating Peer Influence in LLM-based Multi-Agent Systems Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:45:27.713980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 58cfe9a8-e70b-4371-83ae-b4a0db0d4051 · outbound

This paper cites Language Agents with Reinforcement Learning for Strategic Play in the Werewolf Game.

Herd Behavior: Investigating Peer Influence in LLM-based Multi-Agent Systems Language Agents with Reinforcement Learning for Strategic Play in the Werewolf Game

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T13:45:26.664665Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89f55c85-f6cf-473f-915f-9b5af924cbef · outbound

This paper cites an unresolved cited work.

Herd Behavior: Investigating Peer Influence in LLM-based Multi-Agent Systems Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:45:27.591788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 33718743-4759-43fd-b414-ae45903c48bb · outbound

This paper cites Conformity in Large Language Models.

Herd Behavior: Investigating Peer Influence in LLM-based Multi-Agent Systems Conformity in Large Language Models

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T13:45:26.800728Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation afc49a47-3e35-4253-bfb8-f5e874cc64c9 · outbound

This paper cites online" 'onlinestring :=.

Herd Behavior: Investigating Peer Influence in LLM-based Multi-Agent Systems online" 'onlinestring :=

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T13:45:26.878926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5041e444-c779-4848-a85d-6b73774a521d · outbound

This paper cites write newline.

Herd Behavior: Investigating Peer Influence in LLM-based Multi-Agent Systems write newline

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T13:45:26.967355Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 2071a173-3868-46ec-b7dc-5b49a49c2b45 · inbound

MAD-Spear: A Conformity-Driven Prompt Injection Attack on Multi-Agent Debate Systems cites this paper.

MAD-Spear: A Conformity-Driven Prompt Injection Attack on Multi-Agent Debate Systems Herd Behavior: Investigating Peer Influence in LLM-based Multi-Agent Systems

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T16:39:34.536217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4226ec49-1ff3-4bf0-a16a-796dd426815f · inbound

The PIMMUR Principles: Ensuring Validity in Collective Behavior of LLM Societies cites this paper.

The PIMMUR Principles: Ensuring Validity in Collective Behavior of LLM Societies Herd Behavior: Investigating Peer Influence in LLM-based Multi-Agent Systems

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-18T14:31:29.482252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 4b37d8bc-ba70-4414-9ae1-0c69e8238bf1 · inbound

Probing Multimodal Large Language Models on Cognitive Biases in Chinese Short-Video Misinformation cites this paper.

Probing Multimodal Large Language Models on Cognitive Biases in Chinese Short-Video Misinformation Herd Behavior: Investigating Peer Influence in LLM-based Multi-Agent Systems

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T15:03:00.982963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 84d66625-6161-49bf-8c9a-361e3f62d595 · inbound

Probing Multimodal Large Language Models on Cognitive Biases in Chinese Short-Video Misinformation cites this paper.

Probing Multimodal Large Language Models on Cognitive Biases in Chinese Short-Video Misinformation Herd Behavior: Investigating Peer Influence in LLM-based Multi-Agent Systems

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-05-21T15:14:13.353276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 29fd7fd9-c6a8-4c37-829e-f58d1900a645 · inbound

Probing Multimodal Large Language Models on Cognitive Biases in Chinese Short-Video Misinformation cites this paper.

Probing Multimodal Large Language Models on Cognitive Biases in Chinese Short-Video Misinformation Herd Behavior: Investigating Peer Influence in LLM-based Multi-Agent Systems

Reference 195

Resolution: unresolved; no resolver link, observed 2026-08-03T11:26:36.841994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa70db0e-b45c-40d8-9f8f-63b7660e8110 · inbound

Agentic Microphysics: A Manifesto for Generative AI Safety cites this paper.

Agentic Microphysics: A Manifesto for Generative AI Safety Herd Behavior: Investigating Peer Influence in LLM-based Multi-Agent Systems

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-10T09:43:48.895086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 13342fea-4248-44ff-a268-012f50c95b86 · inbound

Large Language Models Exhibit Normative Conformity cites this paper.

Large Language Models Exhibit Normative Conformity Herd Behavior: Investigating Peer Influence in LLM-based Multi-Agent Systems

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-11T12:51:05.614942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 1686306a-47d2-401c-8b39-6bef918aeba1 · inbound

FlowSteer: Prompt-Only Workflow Steering Exposes Planning-Time Vulnerabilities in Multi-Agent LLM Systems cites this paper.

FlowSteer: Prompt-Only Workflow Steering Exposes Planning-Time Vulnerabilities in Multi-Agent LLM Systems Herd Behavior: Investigating Peer Influence in LLM-based Multi-Agent Systems

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-13T02:07:08.952944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e0e1d975-fd60-4549-806b-00ce24a6d8c9 · inbound

When Planning Fails Despite Correct Execution: On Epistemic Calibration for LLM-Based Multi-Agent Systems cites this paper.

When Planning Fails Despite Correct Execution: On Epistemic Calibration for LLM-Based Multi-Agent Systems Herd Behavior: Investigating Peer Influence in LLM-based Multi-Agent Systems

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-25T04:26:38.028732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 0a16f7bd-38ff-4638-a46f-20ad6a3d0dad · inbound

Private Noise and Public Error in Collective Information Acquisition cites this paper.

Private Noise and Public Error in Collective Information Acquisition Herd Behavior: Investigating Peer Influence in LLM-based Multi-Agent Systems

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-06-28T23:42:49.719824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c14340c9-d3a5-4118-b969-117f784d7e56 · inbound

Not All Flips Are Conformity: Decomposing Stance Convergence in Multi-Agent LLM Debate cites this paper.

Not All Flips Are Conformity: Decomposing Stance Convergence in Multi-Agent LLM Debate Herd Behavior: Investigating Peer Influence in LLM-based Multi-Agent Systems

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-06-28T19:52:35.930971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 87a8a99f-2963-4c91-949d-2516bc981b82 · inbound

Easier to Mislead Than to Correct: Harmful and Beneficial Revision in LLM Conformity cites this paper.

Easier to Mislead Than to Correct: Harmful and Beneficial Revision in LLM Conformity Herd Behavior: Investigating Peer Influence in LLM-based Multi-Agent Systems

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-07-01T22:26:18.009273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ccc6cbb9-e561-457c-929b-ee99925611f6 · inbound

Social Networks of LLM Agents cites this paper.

Social Networks of LLM Agents Herd Behavior: Investigating Peer Influence in LLM-based Multi-Agent Systems

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-12T00:37:46.305819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f3fa889-0457-44bf-9d39-6b82e188f8a6 · inbound

Most LLM Conformity Needs No Speaker: Measuring the Speaker-Free Floor in Peer-Pressure Benchmarks cites this paper.

Most LLM Conformity Needs No Speaker: Measuring the Speaker-Free Floor in Peer-Pressure Benchmarks Herd Behavior: Investigating Peer Influence in LLM-based Multi-Agent Systems

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-11T06:02:15.946864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4110fdce-91e2-404b-a101-32c73ba9433a · inbound

When Truth Is Distributed: Misinformation Derails Collective Fact Recovery in LLM-Based Multi-Agent Systems cites this paper.

When Truth Is Distributed: Misinformation Derails Collective Fact Recovery in LLM-Based Multi-Agent Systems Herd Behavior: Investigating Peer Influence in LLM-based Multi-Agent Systems

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-08T00:52:08.497642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3199f565-13e8-445d-9ba8-3f5f21128cc1 · inbound

The Evaluator Is Part of the Experiment: Measuring Open-Ended LLM Conformity cites this paper.

The Evaluator Is Part of the Experiment: Measuring Open-Ended LLM Conformity Herd Behavior: Investigating Peer Influence in LLM-based Multi-Agent Systems

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T23:42:18.137522Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3090842a-7c45-4a9b-8bcd-2eaff2d0ef48 · inbound

Automating and Scaling Behavioral Scientific Research on AI Agents cites this paper.

Automating and Scaling Behavioral Scientific Research on AI Agents Herd Behavior: Investigating Peer Influence in LLM-based Multi-Agent Systems

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-14T04:24:50.787214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.