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Paper Citation Record · LEDGER

Do as We Do, Not as You Think: the Conformity of Large Language Models

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 16 inbound Pith citation observations for arXiv:2501.13381.

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

pith.paper-citation-record.v1
2501.13381 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 16 of 16 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 16 of 16 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T15:04:29.595184Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T13:08:07.805037Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation ae724c0e-fb80-42b1-920b-9625418b0727 · inbound

Do we really have to filter out random noise in pre-training data for language models? cites this paper.

Do we really have to filter out random noise in pre-training data for language models? Do as We Do, Not as You Think: the Conformity of Large Language Models

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-08T15:04:29.595184Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T15:04:29.595184Z digest=sha256:c0325fed3c69554a5e8126bff4b930d8c3517b83253608ca22380b9de25a45ab

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

Herd Behavior: Investigating Peer Influence in LLM-based Multi-Agent Systems cites this paper.

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.

source=arxiv_source observed=2026-08-07T13:45:26.480036Z digest=sha256:be3e26c7ad2b114f8a0dd68a7b0fe45b85e4b8f78e1d2bcfe588a449eb58eddb

Observation f21c46a4-a65b-4388-897e-90082c25f29d · inbound

Multi-Agent Synergy-Driven Iterative Visual Narrative Synthesis cites this paper.

Multi-Agent Synergy-Driven Iterative Visual Narrative Synthesis Do as We Do, Not as You Think: the Conformity of Large Language Models

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-06T16:30:41.070030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:30:41.070030Z digest=sha256:1691154096fc6aed8b77244bf202525a7d277f4948f902490bde4f27697d1c57

Observation 3ef4c6ee-bde6-4f30-8499-aa17b98534e7 · inbound

LLM Abstention Can Be a Prompt Artifact, in Addition to Genuine Uncertainty cites this paper.

LLM Abstention Can Be a Prompt Artifact, in Addition to Genuine Uncertainty Do as We Do, Not as You Think: the Conformity of Large Language Models

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-06T15:21:32.709369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:21:32.709369Z digest=sha256:e22d49a2be25260601c85df3becb574203f3da91466739ddba05704b68301a99

Observation 078315e6-3e3a-46b1-851e-2f7e15c1e07e · inbound

Towards Simulating Social Influence Dynamics with LLM-based Multi-agents cites this paper.

Towards Simulating Social Influence Dynamics with LLM-based Multi-agents Do as We Do, Not as You Think: the Conformity of Large Language Models

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-06T11:42:50.729409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T11:42:50.729409Z digest=sha256:b5903be19fb6544a8642a18d0534aa09c3a6ef931d8c89e83cb16e7265c7f18d

Observation 46302c9d-73fb-4292-a0f5-35a30ad932be · inbound

Too Polite to Disagree: Understanding Sycophancy Propagation in Multi-Agent Systems cites this paper.

Too Polite to Disagree: Understanding Sycophancy Propagation in Multi-Agent Systems Do as We Do, Not as You Think: the Conformity of Large Language Models

Reference 11

Resolution
verified exact
arxiv_id, observed 2026-05-13T20:13:13.984603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-13T20:09:14.217158Z digest=sha256:f2ae9e466cbda3ff277cd26899cf5475f28cd3f69ac9d3ca9a1a53bedd7a587a

Observation d8392fca-ecca-480b-bf8d-29e8fa145472 · inbound

Too Polite to Disagree: Understanding Sycophancy Propagation in Multi-Agent Systems cites this paper.

Too Polite to Disagree: Understanding Sycophancy Propagation in Multi-Agent Systems Do as We Do, Not as You Think: the Conformity of Large Language Models

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-02T16:57:39.849942Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T16:57:39.849942Z digest=sha256:112792b90dd0e254f6b4edba858ef3c7329905c24a3e0b2b240bf2f38b507cbe

Observation aad34c5f-a31c-4d82-ad92-26e294b5cfda · inbound

Preregistered Belief Revision Contracts cites this paper.

Preregistered Belief Revision Contracts Do as We Do, Not as You Think: the Conformity of Large Language Models

Reference 46

Resolution
metadata mismatch
arxiv_id, observed 2026-05-10T10:29:24.773648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-10T10:27:12.871771Z digest=sha256:40881118e2e56510b68dfca563441abdd1a5af80459e1dee1dd8c91d227481c8

Observation b20c4574-b06e-4066-a248-fd00939e0516 · inbound

Large Language Models Exhibit Normative Conformity cites this paper.

Large Language Models Exhibit Normative Conformity Do as We Do, Not as You Think: the Conformity of Large Language Models

Reference 26

Resolution
verified exact
arxiv_id, observed 2026-05-11T12:51:05.599082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-10T02:40:45.653583Z digest=sha256:78cfc5217598a6e3e4d1f709bed973aa5b96e67d63f47dafcfc1d5f24411d4a0

Observation 697c1939-9773-43b8-b3fe-ab1a016f206e · inbound

The Reasoning Trap: An Information-Theoretic Bound on Closed-System Multi-Step LLM Reasoning cites this paper.

The Reasoning Trap: An Information-Theoretic Bound on Closed-System Multi-Step LLM Reasoning Do as We Do, Not as You Think: the Conformity of Large Language Models

Reference 125

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T09:41:03.951519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-05-10T15:52:43.274993Z digest=sha256:d9f6b8ba7ea14061b3bb7726b32d8163a676987f178366742f6b722cd099cb64

Observation 6c29c6d9-fe85-434b-b0d7-db008f2a8321 · inbound

AgentPSO: Evolving Agent Reasoning Skill via Multi-agent Particle Swarm Optimization cites this paper.

AgentPSO: Evolving Agent Reasoning Skill via Multi-agent Particle Swarm Optimization Do as We Do, Not as You Think: the Conformity of Large Language Models

Reference 43

Resolution
metadata mismatch
arxiv_id, observed 2026-05-12T00:56:13.981683Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-12T00:55:52.965890Z digest=sha256:6017a310383d83990df71201faadeb5a3444231bb7d004ebd3844b4088dc5775

Observation 1d2bd7ec-eab1-4824-8e1f-9afd0fe0b9e2 · inbound

AgentPSO: Evolving Agent Reasoning Skill via Multi-agent Particle Swarm Optimization cites this paper.

AgentPSO: Evolving Agent Reasoning Skill via Multi-agent Particle Swarm Optimization Do as We Do, Not as You Think: the Conformity of Large Language Models

Reference 43

Resolution
metadata mismatch
arxiv_id, observed 2026-06-30T23:35:07.638820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-30T23:29:12.545347Z digest=sha256:94d16f55a135ca297c88ec8c64c15e70e22617dab9c291822628c4ff4a08a487

Observation 5b0f3e6b-c84f-43d7-aaf5-fe7aede7ca69 · 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 Do as We Do, Not as You Think: the Conformity of Large Language Models

Reference 10

Resolution
metadata mismatch
arxiv_id, observed 2026-07-01T22:26:18.006817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-06-28T15:22:03.044613Z digest=sha256:9ee2e1e8058f2ae73071381fb885baccc2ea70169a9ee8d0c508d3a140794a5e

Observation c69a364b-7114-4b9a-aca5-d25b2d801431 · inbound

What LLM Agents Say When No One Is Watching: Social Structure and Latent Objective Emergence in Multi-Agent Debates cites this paper.

What LLM Agents Say When No One Is Watching: Social Structure and Latent Objective Emergence in Multi-Agent Debates Do as We Do, Not as You Think: the Conformity of Large Language Models

Reference 117

Resolution
verified exact
arxiv_id, observed 2026-07-03T13:08:07.806600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-07-03T13:02:46.485260Z digest=sha256:32a7238d3cd3f1c55feb66409268ee130ab76e87908a41bfd849051f2bfb73de

Observation 6405f77c-d4e3-49a7-bb56-53473fa64416 · 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 Do as We Do, Not as You Think: the Conformity of Large Language Models

Reference 50

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-11T06:02:15.946864Z digest=sha256:bc9d685c933ce824b55698b83839a2e98dd8758d7c2da3fe3b95f4fccb996406

Observation 5726467e-1acc-4dd9-9cfd-6043d2632e62 · inbound

Social Pressure Breaks Majority Voting in LLM Safety Panels cites this paper.

Social Pressure Breaks Majority Voting in LLM Safety Panels Do as We Do, Not as You Think: the Conformity of Large Language Models

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-07T00:34:32.958038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:34:32.958038Z digest=sha256:670020b0258befa59b22429edae766c70bb4e36d1ddd2fb1edd9793124374c83