Paper Citation Record · LEDGER

Byzantine-Robust Decentralized Coordination of LLM Agents

As of 18 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 6 inbound Pith citation observations for arXiv:2507.14928.

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

pith.paper-citation-record.v1
2507.14928 v1

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:50:05.086190Z

measured 47 of 47 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:27:13.380668Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-12T08:41:23.632768Z

Reference resolution

41 of 41 outbound references displayed

verified exact1
verified fuzzy21
unresolved17
parse uncertain0
malformed identifier0
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 852f8f01-88ce-4e15-b0f1-bdac7b39619e · outbound

This paper cites (2024, May) Gpt-4o.

Byzantine-Robust Decentralized Coordination of LLM Agents (2024, May) Gpt-4o

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:50:09.422877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c5438f06-4fe8-498d-a7be-ba552a79274a · outbound

This paper cites (2025, May) Qwen3.

Byzantine-Robust Decentralized Coordination of LLM Agents (2025, May) Qwen3

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:50:09.312529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2c03598e-b73b-4283-bd31-0947ab30197f · outbound

This paper cites (2025, May) Claude ai.

Byzantine-Robust Decentralized Coordination of LLM Agents (2025, May) Claude ai

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:50:09.179997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ee9922fb-72e1-4f41-9ae1-165336a239d8 · outbound

This paper cites (2025, May) Llama.

Byzantine-Robust Decentralized Coordination of LLM Agents (2025, May) Llama

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:50:09.012136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4c9e892c-89c5-41a5-bda2-f3ac2bca9aaf · outbound

This paper cites (2025, May) Google gemini.

Byzantine-Robust Decentralized Coordination of LLM Agents (2025, May) Google gemini

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:50:08.893167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ed8ac845-8f10-4b37-a23e-745891d33819 · outbound

This paper cites (2025, May) Deepseek.

Byzantine-Robust Decentralized Coordination of LLM Agents (2025, May) Deepseek

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:50:08.759102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f6f90817-08d8-4cf9-9254-dda53fa375f5 · outbound

This paper cites Improving factuality and reasoning in language models through multiagent debate,.

Byzantine-Robust Decentralized Coordination of LLM Agents Improving factuality and reasoning in language models through multiagent debate,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:50:08.545339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 94ea1d46-cb64-4f75-8c1d-946df320e2c7 · outbound

This paper cites Human-like Summarization Evaluation with ChatGPT.

Byzantine-Robust Decentralized Coordination of LLM Agents Human-like Summarization Evaluation with ChatGPT

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T15:50:01.188665Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 122fb8c3-300d-431c-a278-6b2a0ece3d93 · outbound

This paper cites Enhancing LLM Performance Through Debate: An Empirical Study on Multi-Agent Debate for Coding Tasks.

Byzantine-Robust Decentralized Coordination of LLM Agents Enhancing LLM Performance Through Debate: An Empirical Study on Multi-Agent Debate for Coding Tasks

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T15:50:01.340824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 341ee1e0-a45d-45c6-bbc5-e109a9c037ad · outbound

This paper cites DA-code: Agent data science code generation benchmark for large language models,.

Byzantine-Robust Decentralized Coordination of LLM Agents DA-code: Agent data science code generation benchmark for large language models,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:50:08.425663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6816764e-e619-41da-ac32-b98df877a281 · outbound

This paper cites Llmsmartsec: Smart contract security auditing with llm and annotated control flow graph,.

Byzantine-Robust Decentralized Coordination of LLM Agents Llmsmartsec: Smart contract security auditing with llm and annotated control flow graph,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:50:08.298501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 865bb0aa-3e33-47b1-9a87-6733ca02f530 · outbound

This paper cites Blockchain Large Language Models.

Byzantine-Robust Decentralized Coordination of LLM Agents Blockchain Large Language Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T15:50:01.724065Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95828973-0ebf-4747-ad71-e348913a3051 · outbound

This paper cites Sequential Diagnosis with Language Models.

Byzantine-Robust Decentralized Coordination of LLM Agents Sequential Diagnosis with Language Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T15:50:01.852155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf7b53c2-fdee-447a-9fbf-f32b36c44ba0 · outbound

This paper cites Should we be going mad? a look at multi-agent debate strategies for llms,.

Byzantine-Robust Decentralized Coordination of LLM Agents Should we be going mad? a look at multi-agent debate strategies for llms,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:50:08.203508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 72c52ef6-95d1-4849-a39c-98ba1d303e77 · outbound

This paper cites More agents is all you need,.

Byzantine-Robust Decentralized Coordination of LLM Agents More agents is all you need,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:50:08.072671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1689ad82-5bf5-47df-898f-f78b6d72ae57 · outbound

This paper cites Beyond Self-Talk: A Communication-Centric Survey of LLM-Based Multi-Agent Systems.

Byzantine-Robust Decentralized Coordination of LLM Agents Beyond Self-Talk: A Communication-Centric Survey of LLM-Based Multi-Agent Systems

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T15:50:02.280626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f0ed5e9-a2bf-4c64-9b18-5a3bd2e4f0e8 · outbound

This paper cites When One LLM Drools, Multi-LLM Collaboration Rules.

Byzantine-Robust Decentralized Coordination of LLM Agents When One LLM Drools, Multi-LLM Collaboration Rules

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T15:50:02.399332Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c67e7a05-ddff-48cb-a755-3803b3dc170a · outbound

This paper cites Large language model based multi-agents: A survey of progress and challenges,.

Byzantine-Robust Decentralized Coordination of LLM Agents Large language model based multi-agents: A survey of progress and challenges,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T15:50:02.515582Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e0e33e8-a438-455b-b776-d4d2aed14fee · outbound

This paper cites Blockagents: Towards byzantine-robust llm-based multi-agent coordination via blockchain,.

Byzantine-Robust Decentralized Coordination of LLM Agents Blockagents: Towards byzantine-robust llm-based multi-agent coordination via blockchain,

Reference 19

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T15:50:05.951395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 52465fd6-1aa3-40bd-b50e-a748ad61f802 · outbound

This paper cites A Weighted Byzantine Fault Tolerance Consensus Driven Trusted Multiple Large Language Models Network.

Byzantine-Robust Decentralized Coordination of LLM Agents A Weighted Byzantine Fault Tolerance Consensus Driven Trusted Multiple Large Language Models Network

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T15:50:02.733381Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 037abf2a-a2e7-44e0-833d-b4cf620b7f89 · outbound

This paper cites Hotstuff: Bft consensus with linearity and responsiveness,.

Byzantine-Robust Decentralized Coordination of LLM Agents Hotstuff: Bft consensus with linearity and responsiveness,

Reference 21

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T15:50:05.619278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 244190a1-64b4-482f-805d-a26470f5b52b · outbound

This paper cites Byzantine machine learning: A primer,.

Byzantine-Robust Decentralized Coordination of LLM Agents Byzantine machine learning: A primer,

Reference 22

Resolution: verified exact; doi, observed 2026-08-06T15:50:05.266714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9f9dde31-ad99-477a-b561-4000e1b62ccf · outbound

This paper cites A survey on hallucination in large language models: Principles, taxonomy, challenges, and open questions,.

Byzantine-Robust Decentralized Coordination of LLM Agents A survey on hallucination in large language models: Principles, taxonomy, challenges, and open questions,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T15:50:03.165134Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f783068d-5ccb-43c9-9ae2-04945c1e68cd · outbound

This paper cites (2025, May) io.net.

Byzantine-Robust Decentralized Coordination of LLM Agents (2025, May) io.net

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:50:07.931777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 244273bc-6406-4c1e-9b1a-9efdd4fdcc10 · outbound

This paper cites an unresolved cited work.

Byzantine-Robust Decentralized Coordination of LLM Agents Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:50:07.830044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 107e2eec-c9df-4f3e-b2f9-e074cc5ef422 · outbound

This paper cites an unresolved cited work.

Byzantine-Robust Decentralized Coordination of LLM Agents Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:50:07.729554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9ab3c621-9d82-42b3-b90b-7d05a09d362f · outbound

This paper cites A survey of recent backdoor attacks and defenses in large language models,.

Byzantine-Robust Decentralized Coordination of LLM Agents A survey of recent backdoor attacks and defenses in large language models,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:50:07.601717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1181854e-f2d2-4308-984f-1c5175f6bb2b · outbound

This paper cites A Survey on Trustworthy LLM Agents: Threats and Countermeasures.

Byzantine-Robust Decentralized Coordination of LLM Agents A Survey on Trustworthy LLM Agents: Threats and Countermeasures

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T15:50:03.702934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79381a6d-7890-4c0c-a1a2-f7b05783bb90 · outbound

This paper cites Randomized vs. deterministic? practical randomized synchronous BFT in expected constant time,.

Byzantine-Robust Decentralized Coordination of LLM Agents Randomized vs. deterministic? practical randomized synchronous BFT in expected constant time,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:50:07.481508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a796bec0-ba0e-44f9-b8bb-aafb64e9944c · outbound

This paper cites Ma- chine learning with adversaries: Byzantine tolerant gradient descent,.

Byzantine-Robust Decentralized Coordination of LLM Agents Ma- chine learning with adversaries: Byzantine tolerant gradient descent,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:50:07.365943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b8a4f88b-b47e-471b-a224-32c845c1b3a6 · outbound

This paper cites The hidden vul- nerability of distributed learning in byzantium,.

Byzantine-Robust Decentralized Coordination of LLM Agents The hidden vul- nerability of distributed learning in byzantium,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:50:07.218152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8a400cfd-4375-47a9-89ee-97e7d95cbc65 · outbound

This paper cites (2025, May) Geometric median.

Byzantine-Robust Decentralized Coordination of LLM Agents (2025, May) Geometric median

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:50:07.093732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 54f0365c-cef6-4b37-9a15-f813085ed90b · outbound

This paper cites an unresolved cited work.

Byzantine-Robust Decentralized Coordination of LLM Agents Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:50:06.985534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 92f2e232-1f35-450f-b829-fa4cc44dcb17 · outbound

This paper cites MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark.

Byzantine-Robust Decentralized Coordination of LLM Agents MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T15:50:04.421502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60196e88-61fe-4445-88c4-707b016210ef · outbound

This paper cites Practical byzantine fault tolerance,.

Byzantine-Robust Decentralized Coordination of LLM Agents Practical byzantine fault tolerance,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T15:50:04.514928Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ddadb7e-a00b-414a-8aeb-8329aaa33350 · outbound

This paper cites Narwhal and tusk: A dag-based mempool and efficient bft consensus,.

Byzantine-Robust Decentralized Coordination of LLM Agents Narwhal and tusk: A dag-based mempool and efficient bft consensus,

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T15:50:04.643761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fca4eaef-79c7-4db8-8347-e81f3a52fa57 · outbound

This paper cites Examining inter-consistency of large language models collaboration: An in- depth analysis via debate,.

Byzantine-Robust Decentralized Coordination of LLM Agents Examining inter-consistency of large language models collaboration: An in- depth analysis via debate,

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T15:50:04.727423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20adb50d-d6a8-4f32-a5e5-aeac14ca27f2 · outbound

This paper cites Chainlink 2.0: Next steps in the evolution of decentralized oracle networks,.

Byzantine-Robust Decentralized Coordination of LLM Agents Chainlink 2.0: Next steps in the evolution of decentralized oracle networks,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:50:06.871252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8170fd27-a4be-4326-8559-68e9efe762df · outbound

This paper cites (2025, May) Supra: A faster, better web3 experience for everyone.

Byzantine-Robust Decentralized Coordination of LLM Agents (2025, May) Supra: A faster, better web3 experience for everyone

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:50:06.724735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 960ad0d5-93ed-4875-9549-baca1fde509c · outbound

This paper cites (2025, May) Ai-powered oracles: Bridging blockchains with smarter data.

Byzantine-Robust Decentralized Coordination of LLM Agents (2025, May) Ai-powered oracles: Bridging blockchains with smarter data

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:50:06.494698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation da15595b-a130-4627-ae72-a9d930e48cb5 · outbound

This paper cites (2025, May) Redstone: The modular blockchain oracle.

Byzantine-Robust Decentralized Coordination of LLM Agents (2025, May) Redstone: The modular blockchain oracle

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:50:06.254356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

Observation 25f9178d-f2e3-411b-8e57-a3e02e26bb06 · inbound

A Systematic Survey of Security Threats and Defenses in LLM-Based AI Agents: A Layered Attack Surface Framework cites this paper.

A Systematic Survey of Security Threats and Defenses in LLM-Based AI Agents: A Layered Attack Surface Framework Byzantine-Robust Decentralized Coordination of LLM Agents

Reference 52

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T20:51:09.057251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 716ee48e-4b18-4bcd-9bec-4c81fb61bbfc · 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 Byzantine-Robust Decentralized Coordination of LLM Agents

Reference 24

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T21:56:22.054352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 15e0abfb-fc44-4366-ba21-d8f73750625c · inbound

Insider Attacks in Multi-Agent LLM Consensus Systems cites this paper.

Insider Attacks in Multi-Agent LLM Consensus Systems Byzantine-Robust Decentralized Coordination of LLM Agents

Reference 52

Resolution: verified exact; arxiv_id, observed 2026-05-12T08:41:23.635311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2aef70a6-a7a0-420b-9ff5-7c081bfe2a32 · inbound

RED-SEGA:Resilient Decentralized Stochastic Proximal Optimization with Gradient Sketching over Time-Varying Networks cites this paper.

RED-SEGA:Resilient Decentralized Stochastic Proximal Optimization with Gradient Sketching over Time-Varying Networks Byzantine-Robust Decentralized Coordination of LLM Agents

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-14T09:14:06.532791Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50d59b5d-4c30-4616-b431-c5e29cb9e80e · inbound

Engineering Trustworthy Agentic AI for Critical Systems cites this paper.

Engineering Trustworthy Agentic AI for Critical Systems Byzantine-Robust Decentralized Coordination of LLM Agents

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-01T15:07:30.277693Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5de91378-0a15-4ced-9216-03764e414207 · inbound

Blockchain Empowered Trustworthy Agent Networks: Foundations, Taxonomy, and Future Directions cites this paper.

Blockchain Empowered Trustworthy Agent Networks: Foundations, Taxonomy, and Future Directions Byzantine-Robust Decentralized Coordination of LLM Agents

Reference 134

Resolution: unresolved; no resolver link, observed 2026-08-06T20:27:13.380668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.