Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-28T14:44:21.487169Z
Paper Citation Record · LEDGER
As of 10 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 1 inbound Pith citation observation for arXiv:2606.02282.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-28T14:44:21.487169Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-02T08:18:04.402438Z
A source-named dated measurement, never combined with another source.
Source: cited_works
50 of 50 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 5055d1ac-792f-4b40-882b-ecd1eb8675a2 · outbound
POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems Llm-based multi-agent systems for software engineering: Literature review, vision, and the road ahead.ACM Trans.Softw
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation bef5a00d-6046-4430-bdbe-b0ac42afd965 · outbound
POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems Vicinagearth1(1), 9 (2024)
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 080d7e5a-dd0a-463c-8c08-4290ce027c0f · outbound
POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems In: 20 Rambow, O., Wanner, L., Apidianaki, M., Al-Khalifa, H., Eugenio, B.D., Schockaert, S., Darwish, K., Agarwal, A
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b42f2abe-d2ab-4e83-9a1b-cee4c8f8fd50 · outbound
POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation bb00e441-200a-4abc-9687-8278951dae2f · outbound
POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems DocETL: Agentic Query Rewriting and Evaluation for Complex Document Processing
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 9af505ca-d080-49f7-95af-858efe16b742 · outbound
POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems LLM Multi-Agent Systems: Challenges and Open Problems
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 819e717e-cbcb-4e1c-89e2-7a813005aebb · outbound
POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems Multi-Agent Collaboration: Harnessing the Power of Intelligent LLM Agents
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation ab8387b2-9367-44f9-ac1d-c4ba2ef3232d · outbound
POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems URL https://www.nature.com/articles/ s41586-024-07930-y
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 5a1396a1-c680-4555-8906-862066218414 · outbound
POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems Rethinking the Illusion of Thinking
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 4fa3866a-8da6-4d8d-938b-aadfe5d4558f · outbound
POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems Farquhar, J
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 2316f796-ce99-4cdc-8427-115367973bed · outbound
POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems Why Language Models Hallucinate
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 4621bfd8-f059-4d8d-bf1c-7042dc103122 · outbound
POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems Failure modes in LLM systems: A system-level taxonomy for reliable AI applications
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation df30c543-00b4-46cf-9de7-8d4e668bdb15 · outbound
POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation a9ea9698-29cf-4fc5-8cf3-541bc03ad35a · outbound
POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems http://data.europa.eu/eli/reg/2024/1689/oj
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 685bd280-a0d8-406c-a1a0-ce8de7ed8827 · outbound
POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems Holistic Evaluation of Language Models
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 7c4d314b-cdf5-40b4-809a-b207d9049004 · outbound
POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems A Systematic Survey and Critical Review on Evaluating Large Language Models: Challenges, Limitations, and Recommendations
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 31a20018-47ef-4b86-bf25-ec016d05bae2 · outbound
POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems https://arxiv.org/abs/2306
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 700d4dda-906a-4678-9e40-2336e54bda8f · outbound
POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems npj Health Systems 2, 40 (2025) https://doi.org/10.1038/s44401-025-00043-2
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 873048f8-b33b-4e62-8142-65ffbc3df3ac · outbound
POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems 2026 , issn =
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 3fa3cb2b-74dc-44fd-bdc6-2e19064f4eb5 · outbound
POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems Constitutional AI: Harmlessness from AI Feedback
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 7233044c-0e63-43ce-a851-2f150da5f7d3 · outbound
POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems Judging the Judges: Evaluating Alignment and Vulnerabilities in LLMs-as-Judges
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 76204d9f-174b-4be3-8dd8-303ec4fa956d · outbound
POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems Large Language Models are not Fair Evaluators
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 93671f8d-fba3-40da-8712-ac70792a1dda · outbound
POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems Prateek Chhikara, Dev Khant, Saket Aryan, Taranjeet Singh, and Deshraj Yadav
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 315980d2-35b2-4c66-b9ec-480516efb5c9 · outbound
POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems arXiv preprint arXiv:2512.06749 , year=
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 4cd7f753-4201-413a-ba27-6787f0bb1f6e · outbound
POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems Self-Refine: Iterative Refinement with Self-Feedback
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 0417c235-66b6-44a6-b570-a0095f9cdd6d · outbound
POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems Chain-of-Verification Reduces Hallucination in Large Language Models
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 69bcbd02-7da9-4284-8899-87080e11c741 · outbound
POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems Louis, G
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 7418b2a8-7688-4cec-9e5f-fb6e2a460f31 · outbound
POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems Humans or LLM s as the Judge? A Study on Judgement Bias
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 1a191f59-dbf4-4eaa-8068-87c07f0ad85d · outbound
POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems Evaluating LLMs’ assessment of mixed-context hallucination through the lens of summarization
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 962780bd-e35e-4e07-b705-746c026de1e3 · outbound
POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems Which Agent Causes Task Failures and When? On Automated Failure Attribution of LLM Multi-Agent Systems
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 13184d36-3d3e-4db6-acf0-ab851b3f207e · outbound
POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems TradingAgents: Multi-Agents LLM Financial Trading Framework
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 859994c3-1ca0-4545-b32b-3e1455ab0487 · outbound
POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems The relationship between reasoning and performance in large language models--o3 (mini) thinks harder, not longer
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 96e41e81-cee8-43e2-b53c-cdf18e815c7d · outbound
POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems Token-Budget-Aware LLM Reasoning
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 1c3edb67-77fd-4f27-8beb-31648f24eee8 · outbound
POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems gpt-oss-120b & gpt-oss-20b Model Card
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 45a4f476-efbe-4977-8d17-b9353774c955 · outbound
POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems https://storage
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 62bcb056-0dc1-489a-a3ef-03dfc0d047ae · outbound
POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems DeepSeek-V3 Technical Report
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation d16a36ff-ecf8-4bcf-be92-d5e6736c3c01 · outbound
POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems https://github.com/langchain-ai/langgraph
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f6ed08de-403f-4b21-866c-fa45c81786ee · outbound
POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems Dreher, T
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 2562ba68-e634-47c4-aee9-65b48b1c1f2f · outbound
POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems Unresolved cited work
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 1c78668a-bc9a-4e78-ad3d-ff7707073db0 · outbound
POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems Unresolved cited work
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7db21ca3-e83e-4db1-aad3-e5563407085c · outbound
POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems - This collaborative stage leverages the collective expertise of the agents to detect potential causes and propose solutions
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1f679d4a-c17e-4e15-baf4-a8f19a2e27b3 · outbound
POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems system_name
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 70c429da-668e-46ae-a8d2-c5da6c0e887d · outbound
POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems Pointing out any possible mistakes, flaws or problems that could have caused the incident
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dd3149c0-c0f9-4fe4-ab43-bc154c2de4ad · outbound
POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems This collaborative approach aims to leverage the collective expertise of the team to identify potential causes and solutions
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 30e4e247-d152-47ff-9410-db226dfd1f93 · outbound
POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems this agent behaved anomalously
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d86b63fa-ff7b-424e-93e2-f0a51fe20c61 · outbound
POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems Unresolved cited work
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 28b3eb56-a351-4eb4-86c6-2fea78a1beaf · outbound
POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems Unresolved cited work
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e5baede4-aa4d-42c3-86db-3da82c06080e · outbound
POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems hazard_vector
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a80b5a57-31a5-491c-9d88-3b1a7af485d3 · outbound
POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems Unresolved cited work
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 026b1975-8f70-4c70-8c0c-68964c6399a6 · outbound
POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems hazard_vector
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f3d74e3f-40a8-4ca9-8651-9f77e3e35274 · inbound
Doomed from the Start: Early Abort of LLM Agent Episodes via a Recall-Controlled Probe Cascade POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.