Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-19T16:51:13.491389Z
Paper Citation Record · LEDGER
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems
As of 6 August 2026, this Paper Citation Record lists 100 of 298 outbound references and 2 inbound Pith citation observations for arXiv:2605.14892.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-07-11T19:30:43.940487Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-06-29T12:33:24.831627Z
Reference resolution
100 of 298 outbound references displayed
- verified exact10
- verified fuzzy48
- unresolved34
- parse uncertain0
- malformed identifier0
- metadata mismatch8
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation e3fa2f13-89fb-4567-9bde-18d38c28738a · outbound
This paper cites 2025 , month = aug, howpublished =.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems 2025 , month = aug, howpublished =
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T16:53:09.603399Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation fbe68c28-00e5-4311-8df2-0674facdddc4 · outbound
This paper cites DeepSeek-V3 Technical Report.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems DeepSeek-V3 Technical Report
Reference 2
- Resolution
- verified exact
- local_arxiv, observed 2026-05-19T16:52:40.001162Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 69b1d868-11e5-43e0-b43b-53cc7e03518d · outbound
This paper cites Qwen3 Technical Report.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems Qwen3 Technical Report
Reference 3
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-19T16:52:39.913500Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation a419c227-b77e-4faa-90f1-b0a43c18dbe8 · outbound
This paper cites 2026 , month = feb, howpublished =.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems 2026 , month = feb, howpublished =
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T16:52:40.871248Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 73c004dc-c7b6-448c-b02c-392651ac4c66 · outbound
This paper cites and Yang, D.
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T16:53:09.614390Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 744ba84c-3077-44cb-856c-b3ff17810489 · outbound
This paper cites and Bosma, M.
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T16:53:09.606530Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation dc41c3cb-8074-44f3-8495-1e3e0a43bb44 · outbound
This paper cites and Wang, X.
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T16:53:09.572120Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 993bd247-0794-4527-9d70-f9015aa8b97f · outbound
This paper cites and Gu, S.
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T16:53:09.593729Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 644c054e-d97f-4be3-aa62-e127e88df60e · outbound
This paper cites 2026 , month = mar, howpublished =.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems 2026 , month = mar, howpublished =
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T16:52:40.562451Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation dbace6ea-91ae-4154-b350-895757bcf458 · outbound
This paper cites and Ma, C.
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T16:52:40.879686Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 573c19dd-22f2-4584-9f66-d126e0b0cceb · outbound
This paper cites and Chen, W.
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T16:52:40.877947Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 48bf6f1d-bf82-43a6-b8ec-5ceffd36d450 · outbound
This paper cites an unresolved cited work.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-05-19T16:52:40.557430Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 16f0e84a-7cf2-494f-ac06-6d16e7ba7918 · outbound
This paper cites an unresolved cited work.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-05-19T16:52:40.569412Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation b3d36c37-de3b-4915-84df-4e54637c059d · outbound
This paper cites an unresolved cited work.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-05-19T16:52:40.585699Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation dad6dee9-da5f-4879-9aff-1d37caefef91 · outbound
This paper cites an unresolved cited work.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-05-19T16:52:40.616741Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation f548cf85-c1e4-42aa-93c7-dcdaae0b7574 · outbound
This paper cites and Joshi, T.
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T16:52:40.742695Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation fcc7838b-5313-48e1-8d87-819b2b56b5be · outbound
This paper cites Grounded Decoding: Guiding Text Generation with Grounded Models for Embodied Agents.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems Grounded Decoding: Guiding Text Generation with Grounded Models for Embodied Agents
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-05-19T16:53:09.547025Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 2fb55a83-2c76-4c82-863b-58f7777c10c6 · outbound
This paper cites and Zhao, J.
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T16:53:09.567434Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 5273da45-1ee9-4712-ab80-31e3d4ef4858 · outbound
This paper cites and Cassano, F.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems and Cassano, F
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T16:53:09.476926Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 54c43af5-ada6-4c12-9d59-7390a2c0b779 · outbound
This paper cites Why Do Multi-Agent LLM Systems Fail?.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems Why Do Multi-Agent LLM Systems Fail?
Reference 20
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-19T16:52:39.937460Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation d1982b02-22fa-4714-b34e-0d709a13fbeb · outbound
This paper cites TechRxiv preprint , doi =.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems TechRxiv preprint , doi =
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T16:52:40.702671Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation e2b1bb54-a70e-4117-b725-d0a7f59fe837 · outbound
This paper cites and Zhuge, M.
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T16:52:40.681631Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 763a4c4d-dd48-42e6-8ba6-36c19f17f789 · outbound
This paper cites and Chen, X.
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T16:52:40.686730Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 0139e811-4e94-4873-98b7-4844720aba90 · outbound
This paper cites and Bansal, G.
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T16:52:40.709290Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 249ae7cd-e229-4eb7-b8d5-e4d06269cd53 · outbound
This paper cites and Han, S.
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T16:52:40.719937Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 4b6e3205-130b-4e20-8cf1-3d34ec9c7f54 · outbound
This paper cites 2024 , month = nov, howpublished =.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems 2024 , month = nov, howpublished =
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T16:52:40.678270Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation f705d554-602d-4a68-accf-be257585113e · outbound
This paper cites 2025 , month = apr, howpublished =.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems 2025 , month = apr, howpublished =
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T16:52:40.663786Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 6edc39d4-2702-4a64-a0ac-b3605f5a9cd0 · outbound
This paper cites and Yin, M.
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T16:52:40.667718Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation a657135e-a7c0-4d1a-9a24-30504b938c2f · outbound
This paper cites TRAIL: Trace Reasoning and Agentic Issue Localization.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems TRAIL: Trace Reasoning and Agentic Issue Localization
Reference 29
- Resolution
- verified exact
- arxiv_id, observed 2026-05-19T16:52:39.838967Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation ca9e4d0b-e87f-4314-afcb-4852ae32e72f · outbound
This paper cites and Xie, X.
Reference 30
- Resolution
- verified exact
- arxiv_id, observed 2026-05-19T16:52:39.954962Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 85b27b1b-8c22-42ea-b240-1a2bdaed2bf2 · outbound
This paper cites A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Reference 31
- Resolution
- verified exact
- local_arxiv, observed 2026-05-19T16:52:39.957986Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 8f4b1311-32a8-4de5-8741-844a9d52e482 · outbound
This paper cites A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems
Reference 32
- Resolution
- verified exact
- local_arxiv, observed 2026-05-19T16:52:39.842474Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 5864164a-bc0a-45dc-a2ac-d2e697738da4 · outbound
This paper cites From flat logs to causal graphs: Hierarchical failure attribution for llm-based multi-agent systems.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems From flat logs to causal graphs: Hierarchical failure attribution for llm-based multi-agent systems
Reference 33
- Resolution
- verified exact
- arxiv_id, observed 2026-05-19T16:52:39.822876Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 38dbded5-bb68-4c3a-9a47-f26ee83ee66e · outbound
This paper cites and Qian, C.
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T16:52:40.660338Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 4adfa05b-fffe-4640-b2d1-a25561ff6d6b · outbound
This paper cites verbose database queries correlate with null results.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems verbose database queries correlate with null results
Reference 35
- Resolution
- verified exact
- arxiv_id, observed 2026-05-19T16:52:39.940416Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 5118db31-cc82-4a6c-b170-816582d474a2 · outbound
This paper cites and Dai, Q.
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T16:52:40.737147Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 3e001eee-b3a4-413e-ae46-90d8e32ad6e9 · outbound
This paper cites and Zhang, Z.
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T16:52:40.676657Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 78dbb85b-27d7-4336-a123-c455a66a193a · outbound
This paper cites and Wang, S.
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T16:52:40.727360Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 7632474a-e3f6-45d2-a74c-c6ae3249e9d9 · outbound
This paper cites Multi-Agent Collaboration Mechanisms: A Survey of LLMs.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems Multi-Agent Collaboration Mechanisms: A Survey of LLMs
Reference 40
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-19T16:52:39.868532Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation c6fd7182-a443-4386-9c22-bcd02e735801 · outbound
This paper cites LLM Multi-Agent Systems: Challenges and Open Problems.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems LLM Multi-Agent Systems: Challenges and Open Problems
Reference 42
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-19T16:52:40.009148Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation d5af5c00-180e-4135-a21e-c864cc208d10 · outbound
This paper cites GPT-4 Technical Report.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems GPT-4 Technical Report
Reference 43
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-19T16:52:39.992619Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation fbae2b93-84f1-4255-99a2-3dca12c71197 · outbound
This paper cites and Lavril, T.
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T16:52:40.613453Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 4a31e42a-8d6f-4f5a-b81c-b0073b4a4be2 · outbound
This paper cites and Xu, F.
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T16:52:40.807115Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation c98f392b-a9b9-46f1-bbdb-a828f11e1af5 · outbound
This paper cites an unresolved cited work.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems Unresolved cited work
Reference 46
- Resolution
- unresolved
- raw_fallback, observed 2026-05-19T16:52:40.633636Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 9c77fe7b-4cfe-4ce1-ba19-4187cbd2d3c8 · outbound
This paper cites The Rise and Potential of Large Language Model Based Agents: A Survey.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems The Rise and Potential of Large Language Model Based Agents: A Survey
Reference 47
- Resolution
- verified exact
- local_arxiv, observed 2026-05-19T16:52:39.887992Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 6bcc69d5-00b5-4467-ba74-461a6fd39462 · outbound
This paper cites The Printing of Mathematics. By T W. Chaundy P.R. Barrett and Charles Batey. Pp. ix, 105. 15s. 1954. (Geoffrey Cumberlege, Oxford University Press.).
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems The Printing of Mathematics. By T W. Chaundy P.R. Barrett and Charles Batey. Pp. ix, 105. 15s. 1954. (Geoffrey Cumberlege, Oxford University Press.)
Reference 48
- Resolution
- unresolved
- raw_fallback, observed 2026-05-19T16:52:40.601481Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 188ea14b-3294-45fc-8cc3-31f37258ad10 · outbound
This paper cites and Goossens, M.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems and Goossens, M
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T16:52:40.606371Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 6b53922c-e54a-4d89-b38a-02eb070f45da · outbound
This paper cites More Math Into LaTeX , year =.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems More Math Into LaTeX , year =
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T16:52:40.594327Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 05975644-98d5-4fc3-9d8e-cfea27a11d43 · outbound
This paper cites and Sharp, J.
Reference 51
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T16:52:40.830067Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 579cc84d-2c3d-4438-87ac-ebebd97fc807 · outbound
This paper cites title =.
Reference 52
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T16:52:40.607966Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 93bf6844-feda-44c0-a34c-9b17c3f733af · outbound
This paper cites title =.
Reference 53
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T16:52:40.618405Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation fd649e41-8623-4cd9-b564-ee86c7e2a938 · outbound
This paper cites and Join, C.
Reference 54
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T16:52:40.576984Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 847f201a-ba06-4e80-8045-c8e3b116248b · outbound
This paper cites and Astolfi, A.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems and Astolfi, A
Reference 55
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T16:52:40.564300Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation f4af26c4-168a-4569-9ade-792b7e50356b · outbound
This paper cites Findings of ACL , pages =.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems Findings of ACL , pages =
Reference 56
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T16:52:40.567799Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 91c2f5d0-3f30-4d00-9b70-d8f35c0326e9 · outbound
This paper cites From System 1 to System 2: A Survey of Reasoning Large Language Models.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems From System 1 to System 2: A Survey of Reasoning Large Language Models
Reference 57
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-19T16:52:39.922293Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 750b49b5-c3fc-416a-8edf-b2810780f14a · outbound
This paper cites Retrieval-Augmented Generation for Knowledge-Intensive.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems Retrieval-Augmented Generation for Knowledge-Intensive
Reference 58
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T16:52:40.553853Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation df401221-6fba-4fa3-abf2-d4331c49ff4d · outbound
This paper cites an unresolved cited work.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems Unresolved cited work
Reference 59
- Resolution
- unresolved
- raw_fallback, observed 2026-05-19T16:52:40.552014Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 617dbf39-12ab-4319-987b-8803d610e912 · outbound
This paper cites an unresolved cited work.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems Unresolved cited work
Reference 60
- Resolution
- unresolved
- raw_fallback, observed 2026-05-19T16:52:40.555575Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation b30dba68-dcd0-48f2-83dc-c1e502813cd9 · outbound
This paper cites an unresolved cited work.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems Unresolved cited work
Reference 61
- Resolution
- unresolved
- raw_fallback, observed 2026-05-19T16:52:40.559147Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 023388ab-2360-4cf1-b8ee-5001f1495895 · outbound
This paper cites Transactions on Machine Learning Research , year =.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems Transactions on Machine Learning Research , year =
Reference 62
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T16:52:40.571206Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 5c1abd7f-65d6-4117-a668-afb982ab5d3e · outbound
This paper cites Smith and Ranjay Krishna , title =.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems Smith and Ranjay Krishna , title =
Reference 63
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T16:52:40.587561Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation eb36b82d-6a91-4126-ab10-bb3298245871 · outbound
This paper cites an unresolved cited work.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems Unresolved cited work
Reference 64
- Resolution
- unresolved
- raw_fallback, observed 2026-05-19T16:52:40.630297Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 40be9760-05ed-4049-a90c-fdc2d093f423 · outbound
This paper cites an unresolved cited work.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems Unresolved cited work
Reference 65
- Resolution
- unresolved
- raw_fallback, observed 2026-05-19T16:52:40.746469Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 65d51e03-1dbc-4fba-a268-53faed4bad52 · outbound
This paper cites Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters
Reference 66
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-19T16:52:39.973502Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 8b36a04d-a760-4524-bd76-009911b82e06 · outbound
This paper cites an unresolved cited work.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems Unresolved cited work
Reference 67
- Resolution
- unresolved
- raw_fallback, observed 2026-05-19T16:53:09.569875Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation f7269dd8-620e-4004-bac4-31895c4c0d9e · outbound
This paper cites an unresolved cited work.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems Unresolved cited work
Reference 68
- Resolution
- unresolved
- raw_fallback, observed 2026-05-19T16:53:09.541995Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation ff7917c7-1d78-498b-90de-307191140620 · outbound
This paper cites an unresolved cited work.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems Unresolved cited work
Reference 69
- Resolution
- unresolved
- raw_fallback, observed 2026-05-19T16:52:40.872915Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 5b536077-6fd4-46a1-9894-f76cd41f682d · outbound
This paper cites an unresolved cited work.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems Unresolved cited work
Reference 70
- Resolution
- unresolved
- raw_fallback, observed 2026-05-19T16:52:40.874619Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 1096e4e0-6b5f-4d3d-8d43-7b04fa691af9 · outbound
This paper cites an unresolved cited work.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems Unresolved cited work
Reference 71
- Resolution
- unresolved
- raw_fallback, observed 2026-05-19T16:52:40.876351Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 48621e8d-adc4-475d-adf0-b34bdecefdd1 · outbound
This paper cites an unresolved cited work.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems Unresolved cited work
Reference 72
- Resolution
- unresolved
- raw_fallback, observed 2026-05-19T16:53:09.606795Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 1b886e44-18ec-4006-8881-57739ee026f8 · outbound
This paper cites Nature , year =.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems Nature , year =
Reference 73
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T16:53:09.590047Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 6178280d-e2dc-4e43-bd8a-e65ac588c26f · outbound
This paper cites an unresolved cited work.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems Unresolved cited work
Reference 74
- Resolution
- unresolved
- raw_fallback, observed 2026-05-19T16:53:09.574000Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation ac274d17-5eee-4e7e-a677-ca7209f3c5b2 · outbound
This paper cites an unresolved cited work.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems Unresolved cited work
Reference 75
- Resolution
- unresolved
- raw_fallback, observed 2026-05-19T16:52:40.844337Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation abe30411-3c16-49d8-950d-3ce7934f0140 · outbound
This paper cites ACM Computing Surveys , volume =.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems ACM Computing Surveys , volume =
Reference 76
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T16:52:40.855390Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation eaab6919-390b-48ec-943b-8a134b705c67 · outbound
This paper cites an unresolved cited work.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems Unresolved cited work
Reference 77
- Resolution
- unresolved
- raw_fallback, observed 2026-05-19T16:52:40.825624Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 43d91838-68e6-46ef-8885-29a35a8783d4 · outbound
This paper cites FacTool: Factuality Detection in Generative AI -- A Tool Augmented Framework for Multi-Task and Multi-Domain Scenarios.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems FacTool: Factuality Detection in Generative AI -- A Tool Augmented Framework for Multi-Task and Multi-Domain Scenarios
Reference 78
- Resolution
- verified exact
- arxiv_id, observed 2026-05-19T16:52:40.012053Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 55baba47-e0a5-444e-894c-9f7fd0fbe968 · outbound
This paper cites Findings of ACL , year =.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems Findings of ACL , year =
Reference 79
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T16:52:40.759748Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 5643c56f-50f5-427b-8dfe-82311758b7f9 · outbound
This paper cites an unresolved cited work.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems Unresolved cited work
Reference 80
- Resolution
- unresolved
- raw_fallback, observed 2026-05-19T16:52:40.754176Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 51b1ead1-33be-4e44-b89c-b276f0ebd972 · outbound
This paper cites an unresolved cited work.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems Unresolved cited work
Reference 81
- Resolution
- unresolved
- raw_fallback, observed 2026-05-19T16:52:40.767178Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 675977e6-6b5d-4ca5-86b8-3f882b82d150 · outbound
This paper cites Language Models (Mostly) Know What They Know.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems Language Models (Mostly) Know What They Know
Reference 82
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-19T16:52:39.832250Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation fcab2d8c-c28b-4fee-9db3-57c0724c1284 · outbound
This paper cites an unresolved cited work.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems Unresolved cited work
Reference 83
- Resolution
- unresolved
- raw_fallback, observed 2026-05-19T16:52:40.787354Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 35cfc970-99b7-4487-b96c-82f91a831932 · outbound
This paper cites an unresolved cited work.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems Unresolved cited work
Reference 84
- Resolution
- unresolved
- raw_fallback, observed 2026-05-19T16:52:40.851641Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation c54d8887-be86-4586-a2b9-175c75feae79 · outbound
This paper cites an unresolved cited work.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems Unresolved cited work
Reference 85
- Resolution
- unresolved
- raw_fallback, observed 2026-05-19T16:53:09.536492Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 58841288-cc86-4119-8b74-6cce64b50af1 · outbound
This paper cites Transactions of the Association for Computational Linguistics , volume =.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems Transactions of the Association for Computational Linguistics , volume =
Reference 86
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T16:52:40.693898Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation f6f18534-9a07-4061-8688-3f708d0bb2c3 · outbound
This paper cites an unresolved cited work.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems Unresolved cited work
Reference 87
- Resolution
- unresolved
- raw_fallback, observed 2026-05-19T16:52:40.700977Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 21c640bc-c4ab-407a-bce0-9ea00a0e9861 · outbound
This paper cites an unresolved cited work.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems Unresolved cited work
Reference 88
- Resolution
- unresolved
- raw_fallback, observed 2026-05-19T16:52:40.712880Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 1dbd3033-781c-4c3c-8707-5184ddaa03d8 · outbound
This paper cites Inference-Time Intervention: Eliciting Truthful Answers from a Language Model , booktitle =.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems Inference-Time Intervention: Eliciting Truthful Answers from a Language Model , booktitle =
Reference 89
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T16:52:40.688598Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation d18bd8b0-53e6-4d8b-a003-0a05d178aedb · outbound
This paper cites an unresolved cited work.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems Unresolved cited work
Reference 90
- Resolution
- unresolved
- raw_fallback, observed 2026-05-19T16:53:09.597842Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 7e95e110-b3eb-4073-81ef-227d17ebc97c · outbound
This paper cites an unresolved cited work.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems Unresolved cited work
Reference 91
- Resolution
- unresolved
- raw_fallback, observed 2026-05-19T16:52:40.704242Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 3f4aab75-17a5-4e1e-8631-422c73a2c9c5 · outbound
This paper cites and Finn, Chelsea , title =.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems and Finn, Chelsea , title =
Reference 92
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T16:52:40.732130Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 11b2609a-1861-453f-820e-2944a4dd3116 · outbound
This paper cites Findings of ACL , year =.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems Findings of ACL , year =
Reference 93
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T16:52:40.665437Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation dd01d042-cdf3-49a4-9a43-5a442cffe4ca · outbound
This paper cites an unresolved cited work.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems Unresolved cited work
Reference 94
- Resolution
- unresolved
- raw_fallback, observed 2026-05-19T16:52:40.661999Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 5dfdb630-73a7-4b24-9768-1834aa7b6442 · outbound
This paper cites and Lian, Qing and Wang, Xingyao and Chen, Yangyi and Ji, Heng and Zhang, Tong , title =.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems and Lian, Qing and Wang, Xingyao and Chen, Yangyi and Ji, Heng and Zhang, Tong , title =
Reference 95
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T16:52:40.669633Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation f676cd32-ee10-45e3-a4a9-33b1d45d3a08 · outbound
This paper cites arXiv preprint arXiv:2512.19920 , year =.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems arXiv preprint arXiv:2512.19920 , year =
Reference 96
- Resolution
- verified exact
- arxiv_id, observed 2026-05-19T16:52:39.884762Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 0225d48a-5fbb-496c-8393-35956768a138 · outbound
This paper cites and Abdullah, S.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems and Abdullah, S
Reference 97
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T16:52:40.774432Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation fed924d9-1d21-4fe5-ad01-8e392634d6a4 · outbound
This paper cites an unresolved cited work.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems Unresolved cited work
Reference 98
- Resolution
- unresolved
- raw_fallback, observed 2026-05-19T16:52:40.644611Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 423b95a8-a43c-4552-b46e-f67f8b0c0b8e · outbound
This paper cites Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies , year =.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies , year =
Reference 99
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T16:52:40.642827Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 0b70dd18-f414-4151-86d6-63e8e86990a8 · outbound
This paper cites and Li, C.
Reference 100
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T16:52:40.763450Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 325b7d54-91f6-445b-957a-91edaa6ba7aa · outbound
This paper cites an unresolved cited work.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems Unresolved cited work
Reference 101
- Resolution
- unresolved
- raw_fallback, observed 2026-05-19T16:52:40.671346Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 63d58ef2-e8d8-4dbb-94cd-b91586c87ef0 · outbound
This paper cites an unresolved cited work.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems Unresolved cited work
Reference 102
- Resolution
- unresolved
- raw_fallback, observed 2026-05-19T16:52:40.733777Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Pith citing papers
Observation 0b83ef32-9acc-4271-a8ac-6fb6ef66edcf · inbound
Rethinking Memory as Continuously Evolving Connectivity cites this paper.
Rethinking Memory as Continuously Evolving Connectivity Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems
Reference 38
- Resolution
- verified exact
- local_arxiv, observed 2026-06-29T12:33:24.833087Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 2cb98c9e-eba9-4fb3-a8ee-d564d273ea45 · inbound
MechMath Agent Team: LLM Driven Agents for Mathematical Research cites this paper.
MechMath Agent Team: LLM Driven Agents for Mathematical Research Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T19:30:43.940487Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.