Paper Citation Record · LEDGER

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

As of 8 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 2 inbound Pith citation observations for arXiv:2607.05545.

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

pith.paper-citation-record.v1
2607.05545 v1

Coverage vector

measured 53 of 53 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-11T06:02:15.946864Z

measured 55 of 55 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:42:19.134818Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T23:42:21.789001Z

Reference resolution

53 of 53 outbound references displayed

verified exact0
verified fuzzy0
unresolved53
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0da7e054-a6c8-4d5c-b2ed-ea864d7cd6b7 · outbound

This paper cites an unresolved cited work.

Most LLM Conformity Needs No Speaker: Measuring the Speaker-Free Floor in Peer-Pressure Benchmarks Unresolved cited work

Reference 1

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 8cc32c01-115c-42e8-87e1-b5ea36a56c17 · outbound

This paper cites Emergent social conventions and collective bias in LLM populations.

Most LLM Conformity Needs No Speaker: Measuring the Speaker-Free Floor in Peer-Pressure Benchmarks Emergent social conventions and collective bias in LLM populations

Reference 2

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 27b678c5-8239-4811-9ea8-2c1f4de3bc15 · outbound

This paper cites an unresolved cited work.

Most LLM Conformity Needs No Speaker: Measuring the Speaker-Free Floor in Peer-Pressure Benchmarks Unresolved cited work

Reference 3

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 fb0cdd9b-cf49-482a-84b7-7fbd140a8a92 · outbound

This paper cites an unresolved cited work.

Most LLM Conformity Needs No Speaker: Measuring the Speaker-Free Floor in Peer-Pressure Benchmarks Unresolved cited work

Reference 4

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 9c759935-a8bc-4109-9143-b148684caa86 · outbound

This paper cites Large Language Models Exhibit Normative Conformity.

Most LLM Conformity Needs No Speaker: Measuring the Speaker-Free Floor in Peer-Pressure Benchmarks Large Language Models Exhibit Normative Conformity

Reference 5

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 f9da98ae-e664-4be1-941f-5a6de080b9d4 · outbound

This paper cites Brucks and Olivier Toubia.

Most LLM Conformity Needs No Speaker: Measuring the Speaker-Free Floor in Peer-Pressure Benchmarks Brucks and Olivier Toubia

Reference 6

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 81efbf30-6ef5-4448-8042-1506eecfeddc · outbound

This paper cites ELEPHANT: Measuring and understanding social sycophancy in LLMs.

Most LLM Conformity Needs No Speaker: Measuring the Speaker-Free Floor in Peer-Pressure Benchmarks ELEPHANT: Measuring and understanding social sycophancy in LLMs

Reference 7

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 2f3fa889-0457-44bf-9d39-6b82e188f8a6 · outbound

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

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 a3a7f507-a810-4953-9248-1ff4074d778e · outbound

This paper cites an unresolved cited work.

Most LLM Conformity Needs No Speaker: Measuring the Speaker-Free Floor in Peer-Pressure Benchmarks Unresolved cited work

Reference 9

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 57ca5e7a-6aed-4589-97a6-435121c98293 · outbound

This paper cites an unresolved cited work.

Most LLM Conformity Needs No Speaker: Measuring the Speaker-Free Floor in Peer-Pressure Benchmarks Unresolved cited work

Reference 10

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 3debb4c8-36be-4c2e-bf1e-8b04101f3e1e · outbound

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

Most LLM Conformity Needs No Speaker: Measuring the Speaker-Free Floor in Peer-Pressure Benchmarks Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Reference 11

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 b30a6679-11a5-42ee-ac25-f936ae382245 · outbound

This paper cites Conformity Generates Collective Misalignment in AI Agents Societies.

Most LLM Conformity Needs No Speaker: Measuring the Speaker-Free Floor in Peer-Pressure Benchmarks Conformity Generates Collective Misalignment in AI Agents Societies

Reference 12

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 4b330472-c877-4413-a06f-f52556044cec · outbound

This paper cites an unresolved cited work.

Most LLM Conformity Needs No Speaker: Measuring the Speaker-Free Floor in Peer-Pressure Benchmarks Unresolved cited work

Reference 13

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 63e770c6-1ca4-4f5e-83a2-8a6f8dbc0758 · outbound

This paper cites an unresolved cited work.

Most LLM Conformity Needs No Speaker: Measuring the Speaker-Free Floor in Peer-Pressure Benchmarks Unresolved cited work

Reference 14

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 0d3de89e-1c8b-49a2-ba33-9c745dca43df · outbound

This paper cites an unresolved cited work.

Most LLM Conformity Needs No Speaker: Measuring the Speaker-Free Floor in Peer-Pressure Benchmarks Unresolved cited work

Reference 15

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 3a5081b9-37e9-4aed-a307-f0002c11fd2d · outbound

This paper cites Source framing triggers systematic evaluation bias in Large Language Models.

Most LLM Conformity Needs No Speaker: Measuring the Speaker-Free Floor in Peer-Pressure Benchmarks Source framing triggers systematic evaluation bias in Large Language Models

Reference 16

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 11dc5f14-cfae-472c-abd2-fa25fb4e4605 · outbound

This paper cites The Llama 3 Herd of Models.

Most LLM Conformity Needs No Speaker: Measuring the Speaker-Free Floor in Peer-Pressure Benchmarks The Llama 3 Herd of Models

Reference 17

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 662bf504-ed33-42e2-8de3-1569c111a540 · outbound

This paper cites an unresolved cited work.

Most LLM Conformity Needs No Speaker: Measuring the Speaker-Free Floor in Peer-Pressure Benchmarks Unresolved cited work

Reference 18

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 b8751e60-11e8-4651-8f1a-e2341a848031 · outbound

This paper cites an unresolved cited work.

Most LLM Conformity Needs No Speaker: Measuring the Speaker-Free Floor in Peer-Pressure Benchmarks Unresolved cited work

Reference 19

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 f2f1d127-050f-4b55-84df-0ef49b0d1d6d · outbound

This paper cites an unresolved cited work.

Most LLM Conformity Needs No Speaker: Measuring the Speaker-Free Floor in Peer-Pressure Benchmarks Unresolved cited work

Reference 20

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 9e896e65-867f-4ea8-b834-839b4bd9ae22 · outbound

This paper cites an unresolved cited work.

Most LLM Conformity Needs No Speaker: Measuring the Speaker-Free Floor in Peer-Pressure Benchmarks Unresolved cited work

Reference 21

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 a027eb67-f14b-4c0e-88de-e7a308292bd4 · outbound

This paper cites Mistral 7B.

Most LLM Conformity Needs No Speaker: Measuring the Speaker-Free Floor in Peer-Pressure Benchmarks Mistral 7B

Reference 22

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 eeebb580-2166-4b98-92d6-bc980ba69246 · outbound

This paper cites an unresolved cited work.

Most LLM Conformity Needs No Speaker: Measuring the Speaker-Free Floor in Peer-Pressure Benchmarks Unresolved cited work

Reference 23

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 5769b66c-c8d4-47fe-a9a8-4dbd6b39878d · outbound

This paper cites an unresolved cited work.

Most LLM Conformity Needs No Speaker: Measuring the Speaker-Free Floor in Peer-Pressure Benchmarks Unresolved cited work

Reference 24

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 8c21fbe6-fdc1-407d-9f64-0d97465cc48b · outbound

This paper cites an unresolved cited work.

Most LLM Conformity Needs No Speaker: Measuring the Speaker-Free Floor in Peer-Pressure Benchmarks Unresolved cited work

Reference 25

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 2a291b7c-4e4b-4143-85b8-bc784d7045f3 · outbound

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

Most LLM Conformity Needs No Speaker: Measuring the Speaker-Free Floor in Peer-Pressure Benchmarks Are You Sure? Challenging LLMs Leads to Performance Drops in The FlipFlop Experiment

Reference 26

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 07d13589-f633-480c-addb-689618ec2045 · outbound

This paper cites an unresolved cited work.

Most LLM Conformity Needs No Speaker: Measuring the Speaker-Free Floor in Peer-Pressure Benchmarks Unresolved cited work

Reference 27

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 ec93c387-b65a-443c-be35-d4cd7ce4057e · outbound

This paper cites an unresolved cited work.

Most LLM Conformity Needs No Speaker: Measuring the Speaker-Free Floor in Peer-Pressure Benchmarks Unresolved cited work

Reference 28

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 2d1f172b-9237-4fd6-b273-a8f30726eaa7 · outbound

This paper cites an unresolved cited work.

Most LLM Conformity Needs No Speaker: Measuring the Speaker-Free Floor in Peer-Pressure Benchmarks Unresolved cited work

Reference 29

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 de9f8708-a241-4e70-99c7-017c0438a581 · outbound

This paper cites an unresolved cited work.

Most LLM Conformity Needs No Speaker: Measuring the Speaker-Free Floor in Peer-Pressure Benchmarks Unresolved cited work

Reference 30

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 6847647b-d7de-46e1-aed7-83129e81700d · outbound

This paper cites an unresolved cited work.

Most LLM Conformity Needs No Speaker: Measuring the Speaker-Free Floor in Peer-Pressure Benchmarks Unresolved cited work

Reference 31

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 8d1dfb19-5501-48ff-ae20-1f6ac0162179 · outbound

This paper cites TRUTH DECAY: Quantifying Multi-Turn Sycophancy in Language Models.

Most LLM Conformity Needs No Speaker: Measuring the Speaker-Free Floor in Peer-Pressure Benchmarks TRUTH DECAY: Quantifying Multi-Turn Sycophancy in Language Models

Reference 32

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 a68a1862-caa4-42d8-b716-b958b7c0798b · outbound

This paper cites Are self-explanations from Large Language Models faithful?.

Most LLM Conformity Needs No Speaker: Measuring the Speaker-Free Floor in Peer-Pressure Benchmarks Are self-explanations from Large Language Models faithful?

Reference 33

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 3f3b390b-04f1-4a61-b2c6-dbac4ed1906d · outbound

This paper cites an unresolved cited work.

Most LLM Conformity Needs No Speaker: Measuring the Speaker-Free Floor in Peer-Pressure Benchmarks Unresolved cited work

Reference 34

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 dbf8e59c-ff19-49cc-9594-c5cd5003bb9c · outbound

This paper cites an unresolved cited work.

Most LLM Conformity Needs No Speaker: Measuring the Speaker-Free Floor in Peer-Pressure Benchmarks Unresolved cited work

Reference 35

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 c54d8aec-c247-4599-92a4-290ed6310644 · outbound

This paper cites an unresolved cited work.

Most LLM Conformity Needs No Speaker: Measuring the Speaker-Free Floor in Peer-Pressure Benchmarks Unresolved cited work

Reference 36

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 c66638e7-eec4-4e9f-8f39-b0ac67ac94b1 · outbound

This paper cites an unresolved cited work.

Most LLM Conformity Needs No Speaker: Measuring the Speaker-Free Floor in Peer-Pressure Benchmarks Unresolved cited work

Reference 37

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 ad310434-e140-4148-a940-06b239cdcc04 · outbound

This paper cites an unresolved cited work.

Most LLM Conformity Needs No Speaker: Measuring the Speaker-Free Floor in Peer-Pressure Benchmarks Unresolved cited work

Reference 38

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 4ced6c73-5610-43de-a2d2-ddebc89417e2 · outbound

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

Most LLM Conformity Needs No Speaker: Measuring the Speaker-Free Floor in Peer-Pressure Benchmarks Easier to Mislead Than to Correct: Harmful and Beneficial Revision in LLM Conformity

Reference 39

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 daeedb15-e029-4b8f-87c8-636168595a25 · outbound

This paper cites Whose Facts Win? LLM Source Preferences under Knowledge Conflicts.

Most LLM Conformity Needs No Speaker: Measuring the Speaker-Free Floor in Peer-Pressure Benchmarks Whose Facts Win? LLM Source Preferences under Knowledge Conflicts

Reference 40

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 137ad444-1df0-4b85-ba94-dd3530abc1af · outbound

This paper cites Towards Understanding Sycophancy in Language Models.

Most LLM Conformity Needs No Speaker: Measuring the Speaker-Free Floor in Peer-Pressure Benchmarks Towards Understanding Sycophancy in Language Models

Reference 41

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 e9792081-e20a-4f61-a890-362c9576d176 · outbound

This paper cites Old Habits Die Hard: How Conversational History Geometrically Traps LLMs.

Most LLM Conformity Needs No Speaker: Measuring the Speaker-Free Floor in Peer-Pressure Benchmarks Old Habits Die Hard: How Conversational History Geometrically Traps LLMs

Reference 42

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 d16314be-8c4d-43ac-8681-cde9819d4da3 · outbound

This paper cites an unresolved cited work.

Most LLM Conformity Needs No Speaker: Measuring the Speaker-Free Floor in Peer-Pressure Benchmarks Unresolved cited work

Reference 43

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 9898f643-23ea-41cc-8a23-ac7cf0eff4d1 · outbound

This paper cites an unresolved cited work.

Most LLM Conformity Needs No Speaker: Measuring the Speaker-Free Floor in Peer-Pressure Benchmarks Unresolved cited work

Reference 44

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 66dfe50d-9143-4e5b-87a7-b6b9f00a8bac · outbound

This paper cites Gemma 2: Improving Open Language Models at a Practical Size.

Most LLM Conformity Needs No Speaker: Measuring the Speaker-Free Floor in Peer-Pressure Benchmarks Gemma 2: Improving Open Language Models at a Practical Size

Reference 45

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 982343d4-67c1-4533-b04a-3402765be670 · outbound

This paper cites Language Models Don't Always Say What They Think: Unfaithful Explanations in Chain-of-Thought Prompting.

Most LLM Conformity Needs No Speaker: Measuring the Speaker-Free Floor in Peer-Pressure Benchmarks Language Models Don't Always Say What They Think: Unfaithful Explanations in Chain-of-Thought Prompting

Reference 46

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 1eaea74f-21da-4203-9723-76d2bb1f3638 · outbound

This paper cites an unresolved cited work.

Most LLM Conformity Needs No Speaker: Measuring the Speaker-Free Floor in Peer-Pressure Benchmarks Unresolved cited work

Reference 47

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 04c2707b-98a4-4f29-b2f3-b270323eec3c · outbound

This paper cites an unresolved cited work.

Most LLM Conformity Needs No Speaker: Measuring the Speaker-Free Floor in Peer-Pressure Benchmarks Unresolved cited work

Reference 48

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 b1b7faef-6138-412c-90b3-284cb16f8b42 · outbound

This paper cites an unresolved cited work.

Most LLM Conformity Needs No Speaker: Measuring the Speaker-Free Floor in Peer-Pressure Benchmarks Unresolved cited work

Reference 49

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 6405f77c-d4e3-49a7-bb56-53473fa64416 · outbound

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

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.

Observation 7b0b63c0-6b82-4d79-9eb3-b8d8d0a2ded7 · outbound

This paper cites Qwen2.5 Technical Report.

Most LLM Conformity Needs No Speaker: Measuring the Speaker-Free Floor in Peer-Pressure Benchmarks Qwen2.5 Technical Report

Reference 51

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 b21481cc-95ac-45dc-a3b5-e894cad6999b · outbound

This paper cites Disentangling the Drivers of LLM Social Conformity: An Uncertainty-Moderated Dual-Process Mechanism.

Most LLM Conformity Needs No Speaker: Measuring the Speaker-Free Floor in Peer-Pressure Benchmarks Disentangling the Drivers of LLM Social Conformity: An Uncertainty-Moderated Dual-Process Mechanism

Reference 52

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 c8a92414-309b-4f5a-a52a-720f3e063d4a · outbound

This paper cites an unresolved cited work.

Most LLM Conformity Needs No Speaker: Measuring the Speaker-Free Floor in Peer-Pressure Benchmarks Unresolved cited work

Reference 53

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation cea0f91a-d58b-461f-908d-72b57162618d · inbound

When Local Monitors Miss Compositional Harm: Diagnosing Distributed Backdoors in Multi-Agent Systems cites this paper.

When Local Monitors Miss Compositional Harm: Diagnosing Distributed Backdoors in Multi-Agent Systems Most LLM Conformity Needs No Speaker: Measuring the Speaker-Free Floor in Peer-Pressure Benchmarks

Reference 61

Resolution: unresolved; no resolver link, observed 2026-07-14T03:26:15.676915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 695ca1b3-a818-4708-a9ea-c42f08a0d3ac · 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 Most LLM Conformity Needs No Speaker: Measuring the Speaker-Free Floor in Peer-Pressure Benchmarks

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-08-06T23:42:21.794341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.