Paper Citation Record · LEDGER

Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 24 inbound Pith citation observations for arXiv:2410.02506.

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

pith.paper-citation-record.v1
2410.02506 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 24 of 24 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 24 of 24 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:42:38.993486Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T08:39:42.553812Z

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 ebf7fc13-f459-45e5-80c9-66def299cc6f · inbound

CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring cites this paper.

CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-07T15:42:38.993486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ae283a9-b754-4edf-8a61-52453796c75a · inbound

Literature Review Of Multi-Agent Debate For Problem-Solving cites this paper.

Literature Review Of Multi-Agent Debate For Problem-Solving Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T12:47:37.561024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28a66bff-2621-4418-bf39-70879a6caa3b · inbound

Open-Set Living Need Prediction with Large Language Models cites this paper.

Open-Set Living Need Prediction with Large Language Models Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-07T11:23:31.488533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09d3930e-09b7-40a2-9830-d2d0dd6417f1 · inbound

Why do AI agents communicate in human language? cites this paper.

Why do AI agents communicate in human language? Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T11:21:49.832266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1a0072a-f301-47d9-8a5c-7e868a7e5a8c · inbound

Adaptive Graph Pruning for Multi-Agent Communication cites this paper.

Adaptive Graph Pruning for Multi-Agent Communication Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T11:18:45.986822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe1f6fb4-3288-4178-adc1-3d3081f0ef4e · inbound

G-Memory: Tracing Hierarchical Memory for Multi-Agent Systems cites this paper.

G-Memory: Tracing Hierarchical Memory for Multi-Agent Systems Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T05:39:58.855721Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab6de568-c470-4aab-88e5-dea0578791ba · inbound

We Should Identify and Mitigate Third-Party Safety Risks in MCP-Powered Agent Systems cites this paper.

We Should Identify and Mitigate Third-Party Safety Risks in MCP-Powered Agent Systems Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems

Reference 96

Resolution: unresolved; no resolver link, observed 2026-08-07T00:32:36.740954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0687ca9-ff5d-4b49-8100-432751a1effa · inbound

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents cites this paper.

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T21:11:18.179806Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 887322ec-44c8-4927-a54c-ed5fc257900b · inbound

KVFlow: Efficient Prefix Caching for Accelerating LLM-Based Multi-Agent Workflows cites this paper.

KVFlow: Efficient Prefix Caching for Accelerating LLM-Based Multi-Agent Workflows Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-06T18:45:42.411640Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7e4301c-0efb-4db5-8d2b-41717004db85 · inbound

GEMMAS: Graph-based Evaluation Metrics for Multi Agent Systems cites this paper.

GEMMAS: Graph-based Evaluation Metrics for Multi Agent Systems Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T16:32:46.559716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c07b191-9a3c-40c5-b83d-e3a93997f9ca · inbound

When Identity Skews Debate: Anonymization for Bias-Reduced Multi-Agent Reasoning cites this paper.

When Identity Skews Debate: Anonymization for Bias-Reduced Multi-Agent Reasoning Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-18T08:51:08.480259Z

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.

Observation 00bb8f9b-228b-4802-aa1d-2c9ea8b4f54e · inbound

Optimal-Agent-Selection: State-Aware Routing Framework for Efficient Multi-Agent Collaboration cites this paper.

Optimal-Agent-Selection: State-Aware Routing Framework for Efficient Multi-Agent Collaboration Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-04T00:16:19.231110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 484a7e2f-8fac-4590-bbb3-97fd695cbddc · inbound

Evo-Memory: Benchmarking LLM Agent Test-time Learning with Self-Evolving Memory cites this paper.

Evo-Memory: Benchmarking LLM Agent Test-time Learning with Self-Evolving Memory Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems

Reference 57

Resolution: metadata mismatch; arxiv_id, observed 2026-05-14T23:13:16.159810Z

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.

Observation f3e5a8d6-c33e-4ba9-b3e8-5b99a5e60556 · inbound

Toward Efficient Agents: Memory, Tool learning, and Planning cites this paper.

Toward Efficient Agents: Memory, Tool learning, and Planning Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems

Reference 183

Resolution: unresolved; no resolver link, observed 2026-08-03T09:21:49.341192Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa0418c1-181e-4f08-a3aa-8c00a9818f5d · inbound

Multi-Agent Systems: From Classical Paradigms to Large Foundation Model-Enabled Futures cites this paper.

Multi-Agent Systems: From Classical Paradigms to Large Foundation Model-Enabled Futures Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems

Reference 89

Resolution: verified exact; arxiv_id, observed 2026-05-11T11:51:04.051057Z

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.

Observation 45f2286c-0f2e-4fd9-8bdb-ed3cbf049adc · inbound

Gated Coordination for Efficient Multi-Agent Collaboration in Minecraft Game cites this paper.

Gated Coordination for Efficient Multi-Agent Collaboration in Minecraft Game Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems

Reference 44

Resolution: verified exact; arxiv_id, observed 2026-05-11T13:16:11.049403Z

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.

Observation 4074248a-7eb4-4285-b395-f7649f2615f4 · inbound

Position: How can Graphs Help Large Language Models? cites this paper.

Position: How can Graphs Help Large Language Models? Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems

Reference 72

Resolution: verified exact; arxiv_id, observed 2026-05-09T06:10:43.004473Z

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.

Observation f0a2314e-8c47-4c9c-9a11-c5901045d729 · inbound

Improving the Efficiency of Language Agent Teams with Adaptive Task Graphs cites this paper.

Improving the Efficiency of Language Agent Teams with Adaptive Task Graphs Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems

Reference 60

Resolution: verified exact; arxiv_id, observed 2026-05-11T21:56:21.908660Z

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.

Observation 1001373e-f2d1-4960-90a1-963c25a8dfed · inbound

LEMON: Learning Executable Multi-Agent Orchestration via Counterfactual Reinforcement Learning cites this paper.

LEMON: Learning Executable Multi-Agent Orchestration via Counterfactual Reinforcement Learning Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-15T02:18:31.468813Z

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.

Observation 1f60c905-df71-4019-9a65-3c33dcb2431b · inbound

HyLaT: Efficient Multi-Agent Communication via Hybrid Latent-Text Protocol cites this paper.

HyLaT: Efficient Multi-Agent Communication via Hybrid Latent-Text Protocol Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems

Reference 25

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T22:34:01.596105Z

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.

Observation 53298744-d8ca-4ee0-a944-61956dbfe7e1 · inbound

MetaPS: Adaptive Programmatic Strategy Selection for Market Agents cites this paper.

MetaPS: Adaptive Programmatic Strategy Selection for Market Agents Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems

Reference 87

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T08:39:42.555657Z

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.

Observation 8ae656ba-3075-4d32-8298-454c3f523618 · inbound

Multi-Agent Debate Strategies: Survey, Taxonomy, and Challenges cites this paper.

Multi-Agent Debate Strategies: Survey, Taxonomy, and Challenges Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems

Reference 149

Resolution: unresolved; no resolver link, observed 2026-08-01T00:32:39.620348Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04c9a6e7-b726-403f-9e39-a2aef37030ee · inbound

Chain-of-Models: Cross-Model Auditing for Bias-Robust LLM Judges cites this paper.

Chain-of-Models: Cross-Model Auditing for Bias-Robust LLM Judges Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems

Reference 266

Resolution: unresolved; no resolver link, observed 2026-08-03T00:55:39.841206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3a83efb-3b9e-44f8-bc99-60c2fe495598 · inbound

Self-Evolving Coding Agents cites this paper.

Self-Evolving Coding Agents Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-05T19:47:58.993448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.