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Paper Citation Record · LEDGER

Two Heads are Better Than One: Test-time Scaling of Multi-agent Collaborative Reasoning

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2504.09772.

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

pith.paper-citation-record.v1
2504.09772 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:07:40.305357Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-23T04:37:31.850569Z

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 c9075e50-4521-4b87-a5b3-b9b9d2458639 · inbound

RankFlow: A Multi-Role Collaborative Reranking Workflow Utilizing Large Language Models cites this paper.

RankFlow: A Multi-Role Collaborative Reranking Workflow Utilizing Large Language Models Two Heads are Better Than One: Test-time Scaling of Multi-agent Collaborative Reasoning

Reference 26

Resolution
verified exact
arxiv_id, observed 2026-05-23T04:37:31.853524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-23T04:36:32.897387Z digest=sha256:e5538634d620962ae774b02445addcde364496241e33366fb5b6d607663f1fec

Observation d6edf9d5-0add-4948-a43a-f90e48258d2c · inbound

A Theory of Inference Compute Scaling: Reasoning through Directed Stochastic Skill Search cites this paper.

A Theory of Inference Compute Scaling: Reasoning through Directed Stochastic Skill Search Two Heads are Better Than One: Test-time Scaling of Multi-agent Collaborative Reasoning

Reference 194

Resolution
unresolved
no resolver link, observed 2026-08-07T05:07:40.305357Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:07:40.305357Z digest=sha256:36d5cbc5a5d3925951afbd5e5152345bb13223d00816a280bee81bebb21aec37

Observation f49e5ddd-dd47-4ff4-bbfa-4f50ecc3c14d · inbound

How to Train a Leader: Hierarchical Reasoning in Multi-Agent LLMs cites this paper.

How to Train a Leader: Hierarchical Reasoning in Multi-Agent LLMs Two Heads are Better Than One: Test-time Scaling of Multi-agent Collaborative Reasoning

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-06T18:12:58.703046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:12:58.703046Z digest=sha256:0c4e03da1461e25877a3368b1441e3e0698a542a8268ec82ddea1bdd7448b1f0

Observation f3631695-cb5f-4632-a9e7-81a6ba9b9952 · inbound

DIANOIA: Diagnostic Decomposition and Joint Optimization for Multi-Agent Reasoning cites this paper.

DIANOIA: Diagnostic Decomposition and Joint Optimization for Multi-Agent Reasoning Two Heads are Better Than One: Test-time Scaling of Multi-agent Collaborative Reasoning

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-03T03:22:16.261083Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T03:22:16.261083Z digest=sha256:8d5512beb50afca9285fe24b6ab9103165799862a6167d9a8c0b36ffd9e73a50

Observation b643d058-c196-4ab9-8cf6-775d461e7f7e · inbound

EMO-R3: Reflective Reinforcement Learning for Emotional Reasoning in Multimodal Large Language Models cites this paper.

EMO-R3: Reflective Reinforcement Learning for Emotional Reasoning in Multimodal Large Language Models Two Heads are Better Than One: Test-time Scaling of Multi-agent Collaborative Reasoning

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-02T20:14:04.018075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T20:14:04.018075Z digest=sha256:baf996a643f2a9c191cdd7181cd39649f0ffe29967c936a7c878219529ebdcd5