Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T20:51:15.238427Z
Paper Citation Record · LEDGER
Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture
As of 22 August 2026, this Paper Citation Record lists 66 of 66 outbound references and 8 inbound Pith citation observations for arXiv:2507.01701.
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 2026-08-22T06:32:14.747728+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-29T12:00:05.330178Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-03T08:07:45.069646Z
Reference resolution
66 of 66 outbound references displayed
- verified exact4
- verified fuzzy1
- unresolved61
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 2256819d-47ab-452c-a6d2-86ac82559564 · outbound
This paper cites an unresolved cited work.
Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture Unresolved cited work
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T20:51:14.931635Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aa3ade25-8c28-4eaf-95c8-1b3d4bab37f6 · outbound
This paper cites an unresolved cited work.
Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T20:51:16.373005Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 50899a0d-806a-4332-8b1a-3534dab121ee · outbound
This paper cites ChatEval: Towards Better LLM-based Evaluators through Multi-Agent Debate.
Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture ChatEval: Towards Better LLM-based Evaluators through Multi-Agent Debate
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T20:51:14.941600Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 76a8b87a-d424-43ec-97a1-440fbdaaa15b · outbound
This paper cites Multi-Agent Consensus Seeking via Large Language Models.
Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture Multi-Agent Consensus Seeking via Large Language Models
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T20:51:14.946682Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8edf6133-eb65-471c-a30a-a581f90fb5fa · outbound
This paper cites an unresolved cited work.
Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture Unresolved cited work
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T20:51:14.951842Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4dd23ff0-eb10-4e0e-8052-617310b30ca8 · outbound
This paper cites an unresolved cited work.
Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T20:51:16.358352Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation b376dcb9-68a6-460c-bffb-24d830a03f30 · outbound
This paper cites Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge.
Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T20:51:14.962033Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ed03646a-d63d-45bb-90d2-86f200b1e20b · outbound
This paper cites Training Verifiers to Solve Math Word Problems.
Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture Training Verifiers to Solve Math Word Problems
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T20:51:14.967001Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 09561d0d-e4a7-4086-a769-25c49112fedb · outbound
This paper cites an unresolved cited work.
Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T20:51:16.343107Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation f65ab654-8b3b-4fce-8b51-ab68adc61f5e · outbound
This paper cites an unresolved cited work.
Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture Unresolved cited work
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T20:51:14.976126Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 08c0c63c-b67b-4b36-b242-7f1a96d6a4d5 · outbound
This paper cites an unresolved cited work.
Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture Unresolved cited work
Reference 11
- Resolution
- verified exact
- doi, observed 2026-08-06T20:51:15.441277Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 17a2914b-a73e-49f1-bed4-516c1f9bb56d · outbound
This paper cites an unresolved cited work.
Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture Unresolved cited work
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T20:51:14.985534Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c1597003-6135-4e59-8829-d7b5ff817e54 · outbound
This paper cites The Llama 3 Herd of Models.
Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture The Llama 3 Herd of Models
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T20:51:14.989984Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 68f1832e-dd2e-4cbc-9a59-5b2c4063a353 · outbound
This paper cites I call BS: Fraud Detection in Crowdfunding Campaigns.
Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture I call BS: Fraud Detection in Crowdfunding Campaigns
Reference 14
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T20:51:15.852439Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation c68495d7-5598-48c1-95dd-26ab92581ffc · outbound
This paper cites Reasoning with Language Model is Planning with World Model.
Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture Reasoning with Language Model is Planning with World Model
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T20:51:14.999212Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 42807f8b-a918-447f-b5b5-754d962ae3b6 · outbound
This paper cites an unresolved cited work.
Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture Unresolved cited work
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T20:51:15.004270Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0c9c60f4-32e7-4910-ada4-ceda631ef754 · outbound
This paper cites an unresolved cited work.
Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture Unresolved cited work
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T20:51:15.009152Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e6ef0578-b787-41fb-8064-1c49f2253e0f · outbound
This paper cites an unresolved cited work.
Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T20:51:16.318753Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation f9a58fd3-f947-4478-87d4-999cdd28e2d5 · outbound
This paper cites an unresolved cited work.
Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T20:51:16.303060Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 458ac73f-05b3-4403-bb5c-9f45bb445223 · outbound
This paper cites an unresolved cited work.
Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture Unresolved cited work
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T20:51:15.023791Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 638d57a3-97d1-4651-88b0-e15c931753b5 · outbound
This paper cites an unresolved cited work.
Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T20:51:16.277690Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation c6631b47-0bbe-413b-ba53-0a485987ccea · outbound
This paper cites Ashraful Islam, Mohammed Eunus Ali, and Md Rizwan Parvez.
Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture Ashraful Islam, Mohammed Eunus Ali, and Md Rizwan Parvez
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T20:51:15.034386Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cef199a0-80f6-4554-bde6-ca231f006dcc · outbound
This paper cites an unresolved cited work.
Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture Unresolved cited work
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T20:51:15.039330Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f0a6f3df-dc76-4205-bdce-e4a16b18c569 · outbound
This paper cites an unresolved cited work.
Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T20:51:16.262660Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 5265c8c1-b01d-4afc-bf24-6b5fc40c06fd · outbound
This paper cites Joshi, Hanna Moazam, Heather Miller, Matei Zaharia, and Christopher Potts.
Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture Joshi, Hanna Moazam, Heather Miller, Matei Zaharia, and Christopher Potts
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:51:16.248322Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 7781a7e5-077d-4975-94a0-8d867bf7c338 · outbound
This paper cites an unresolved cited work.
Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture Unresolved cited work
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T20:51:15.053525Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9cae1451-7be6-4abd-ae59-9ad7872df320 · outbound
This paper cites an unresolved cited work.
Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture Unresolved cited work
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T20:51:15.058558Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 148965c6-32a3-4e2e-81ee-817beec05628 · outbound
This paper cites an unresolved cited work.
Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture Unresolved cited work
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T20:51:15.063938Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5cfaa2ef-1b61-4de4-a9c8-62853e1274d6 · outbound
This paper cites an unresolved cited work.
Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture Unresolved cited work
Reference 29
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T20:51:16.222830Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 8b195ef7-b85c-4b97-b18f-26879b0cd4d3 · outbound
This paper cites an unresolved cited work.
Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture Unresolved cited work
Reference 30
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T20:51:16.207920Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation b977de6f-5526-4e66-85d0-035c9fb4206b · outbound
This paper cites an unresolved cited work.
Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture Unresolved cited work
Reference 31
- Resolution
- verified exact
- doi, observed 2026-08-06T20:51:15.355502Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation e16de82a-6d40-4e71-a5cd-46beba4c360f · outbound
This paper cites an unresolved cited work.
Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture Unresolved cited work
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T20:51:15.082811Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ee9ff255-15ed-4d13-9de4-5ada288ab61e · outbound
This paper cites an unresolved cited work.
Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture Unresolved cited work
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T20:51:15.087225Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8381acdd-4b6d-4fa6-ac7f-1f554af83049 · outbound
This paper cites an unresolved cited work.
Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture Unresolved cited work
Reference 34
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T20:51:16.181922Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation f7388fab-9771-4964-a4db-72881918895c · outbound
This paper cites Agent Q: Advanced Reasoning and Learning for Autonomous AI Agents.
Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture Agent Q: Advanced Reasoning and Learning for Autonomous AI Agents
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T20:51:15.096803Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 15e584e4-ba59-487f-9d60-df6477fc330a · outbound
This paper cites an unresolved cited work.
Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture Unresolved cited work
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T20:51:15.101960Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 153f28cb-95e7-4f23-b096-8ac3abd77c35 · outbound
This paper cites Qwen2.5 Technical Report.
Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture Qwen2.5 Technical Report
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T20:51:15.106251Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8894f261-da34-4bd0-9863-4c9d63d492c0 · outbound
This paper cites an unresolved cited work.
Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture Unresolved cited work
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T20:51:15.110717Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4625ffc8-d8cf-4696-9602-b6d0174808de · outbound
This paper cites an unresolved cited work.
Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture Unresolved cited work
Reference 39
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T20:51:16.156466Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 3e36a620-cb12-4b9f-b964-d10df30367f5 · outbound
This paper cites Agent Laboratory: Using LLM Agents as Research Assistants.
Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture Agent Laboratory: Using LLM Agents as Research Assistants
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T20:51:15.119871Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3a8bac47-191b-4355-8dc1-bce1c46d1ea2 · outbound
This paper cites an unresolved cited work.
Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture Unresolved cited work
Reference 41
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T20:51:16.141080Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 0bf80f9a-ec33-4714-911f-4b37e5337d72 · outbound
This paper cites an unresolved cited work.
Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture Unresolved cited work
Reference 42
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T20:51:16.125232Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation c43ed743-32c3-4865-81cc-c9e481564423 · outbound
This paper cites an unresolved cited work.
Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture Unresolved cited work
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T20:51:15.133432Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8dc3ee7d-fe0b-492d-a0fa-ab5954d631be · outbound
This paper cites an unresolved cited work.
Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture Unresolved cited work
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T20:51:15.137993Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b8f0aa2a-5cbc-4c19-92bf-15e34495410f · outbound
This paper cites an unresolved cited work.
Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture Unresolved cited work
Reference 45
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T20:51:15.142265Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5daf20d3-2f52-40ff-9e65-5c024401df4d · outbound
This paper cites an unresolved cited work.
Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture Unresolved cited work
Reference 46
- Resolution
- verified exact
- doi, observed 2026-08-06T20:51:15.320574Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation d460dd64-2346-4529-8e49-b22adece7d60 · outbound
This paper cites Multi-Agent Collaboration: Harnessing the Power of Intelligent LLM Agents.
Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture Multi-Agent Collaboration: Harnessing the Power of Intelligent LLM Agents
Reference 47
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T20:51:15.151248Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5773500d-4c17-496b-818c-bf230121d5e8 · outbound
This paper cites Bissyand \'e.
Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture Bissyand \'e
Reference 48
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T20:51:15.156163Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 93e3da97-cae2-43ee-9e9d-d26e15f1dfc2 · outbound
This paper cites Multi-Agent Collaboration Mechanisms: A Survey of LLMs.
Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture Multi-Agent Collaboration Mechanisms: A Survey of LLMs
Reference 49
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T20:51:15.160798Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8e468c5f-f008-4fe8-8ba5-68e046bb6a7a · outbound
This paper cites an unresolved cited work.
Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture Unresolved cited work
Reference 50
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T20:51:15.165612Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6e58cebe-216a-4a78-b313-be5cb62ebe03 · outbound
This paper cites Chi, Quoc V Le, and Denny Zhou.
Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture Chi, Quoc V Le, and Denny Zhou
Reference 51
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T20:51:15.170318Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 549ec450-da4f-4584-85ba-2e17cfc4c874 · outbound
This paper cites ExpertPrompting: Instructing Large Language Models to be Distinguished Experts.
Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture ExpertPrompting: Instructing Large Language Models to be Distinguished Experts
Reference 52
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T20:51:15.174527Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 469b79c4-4d08-4c6c-b9aa-93b4bd7aebbb · outbound
This paper cites an unresolved cited work.
Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture Unresolved cited work
Reference 53
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T20:51:15.179009Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b90711e7-5398-4713-8ee4-e5fa5b1ec46d · outbound
This paper cites an unresolved cited work.
Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture Unresolved cited work
Reference 54
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T20:51:16.070992Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 0338cc7e-3b87-43b6-9357-6ff91f6653ef · outbound
This paper cites an unresolved cited work.
Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture Unresolved cited work
Reference 55
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T20:51:16.056319Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 0e85ad97-f860-4147-a09b-731044672be6 · outbound
This paper cites MasRouter: Learning to Route LLMs for Multi-Agent Systems.
Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture MasRouter: Learning to Route LLMs for Multi-Agent Systems
Reference 56
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T20:51:15.192347Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ce42a30a-28fd-4878-883e-12d6831404a4 · outbound
This paper cites Multi-agent Architecture Search via Agentic Supernet.
Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture Multi-agent Architecture Search via Agentic Supernet
Reference 57
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T20:51:15.196905Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4222591e-2e0b-4e77-b39a-0dff1c04e49a · outbound
This paper cites an unresolved cited work.
Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture Unresolved cited work
Reference 58
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T20:51:16.041964Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 3b26e55b-ebca-41e0-bdba-7d0029b7db6d · outbound
This paper cites Stop Overvaluing Multi-Agent Debate -- We Must Rethink Evaluation and Embrace Model Heterogeneity.
Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture Stop Overvaluing Multi-Agent Debate -- We Must Rethink Evaluation and Embrace Model Heterogeneity
Reference 59
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T20:51:15.207238Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 12da3961-88b7-473e-b168-96cc841bb98f · outbound
This paper cites an unresolved cited work.
Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture Unresolved cited work
Reference 60
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T20:51:16.027161Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation ee407ed4-7c64-4967-8a39-1ad41c9b3492 · outbound
This paper cites an unresolved cited work.
Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture Unresolved cited work
Reference 61
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T20:51:15.215986Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b541c1ae-c268-4494-bc5e-8489bcae16c8 · outbound
This paper cites Cumulative Reasoning with Large Language Models.
Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture Cumulative Reasoning with Large Language Models
Reference 62
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T20:51:15.220184Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 88e60027-c3ad-40f3-9bd2-e7995d4f002e · outbound
This paper cites A Survey on the Memory Mechanism of Large Language Model based Agents.
Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture A Survey on the Memory Mechanism of Large Language Model based Agents
Reference 63
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T20:51:15.224676Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e221404b-aaac-4a29-8a87-07ad79f7d257 · outbound
This paper cites an unresolved cited work.
Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture Unresolved cited work
Reference 64
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T20:51:16.012398Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 5185333a-a3b9-4d35-afbd-0f12bbd057f1 · outbound
This paper cites online" 'onlinestring :=.
Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture online" 'onlinestring :=
Reference 65
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T20:51:15.233882Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a179122e-5e90-4c1d-ae41-e87780fa4856 · outbound
This paper cites write newline.
Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture write newline
Reference 66
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T20:51:15.238427Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
Observation 3bd26d67-8934-4743-b8f1-57e0236e6b6c · inbound
DySRec: Dynamic Context-Aware Psychometric Scale Recommendation via Multi-Agent Collaboration cites this paper.
DySRec: Dynamic Context-Aware Psychometric Scale Recommendation via Multi-Agent Collaboration Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture
Reference 4
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T16:06:07.129822Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 5c9ebe6b-6d6e-4b23-adf6-a01ab1cd8e66 · inbound
ARIADNE: Agentic Reward-Informed Adaptive Decision Exploration via Blackboard-Driven MCTS for Competitive Program Generation cites this paper.
ARIADNE: Agentic Reward-Informed Adaptive Decision Exploration via Blackboard-Driven MCTS for Competitive Program Generation Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture
Reference 14
- Resolution
- verified exact
- arxiv_id, observed 2026-05-09T06:55:42.694787Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 5fa946f6-ba2c-4dde-ac7f-1c4da712f066 · inbound
STAR: Failure-Aware Markovian Routing for Multi-Agent Spatiotemporal Reasoning cites this paper.
STAR: Failure-Aware Markovian Routing for Multi-Agent Spatiotemporal Reasoning Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture
Reference 7
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T07:31:25.457382Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 4fc9f947-7160-4712-9cfc-e4207606f7ea · inbound
STAR: Failure-Aware Markovian Routing for Multi-Agent Spatiotemporal Reasoning cites this paper.
STAR: Failure-Aware Markovian Routing for Multi-Agent Spatiotemporal Reasoning Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture
Reference 7
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T03:52:12.547936Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 66822c70-cf8a-4782-8f7c-943873b230a3 · inbound
STAR: Failure-Aware Markovian Routing for Multi-Agent Spatiotemporal Reasoning cites this paper.
STAR: Failure-Aware Markovian Routing for Multi-Agent Spatiotemporal Reasoning Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture
Reference 7
- Resolution
- verified exact
- arxiv_id, observed 2026-05-19T14:47:36.085157Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 24769f79-9bab-4ea4-b141-874d077eeee0 · inbound
RMA: an Agentic System for Research-Level Mathematical Problems cites this paper.
RMA: an Agentic System for Research-Level Mathematical Problems Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture
Reference 23
- Resolution
- verified exact
- arxiv_id, observed 2026-05-25T06:10:24.211287Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 52ed34c4-5991-4298-89de-5ed327d2dba3 · inbound
Towards Cybersecurity SuperIntelligence (CSI): What's the best harness for cybersecurity? cites this paper.
Towards Cybersecurity SuperIntelligence (CSI): What's the best harness for cybersecurity? Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture
Reference 18
- Resolution
- verified exact
- arxiv_id, observed 2026-06-29T12:03:23.953324Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 2cdbad97-d045-4ffe-b3c6-ce658b73b0c2 · inbound
Decentralized Multi-Agent Systems with Shared Context cites this paper.
Decentralized Multi-Agent Systems with Shared Context Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture
Reference 8
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T08:07:45.071615Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.