Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T23:35:54.077983Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 0 inbound Pith citation observations for arXiv:2506.17514.
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 2026-08-06T23:35:54.077983Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
54 of 54 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 8e019014-c8bb-4e2a-9eed-7e82d7c87d0b · outbound
Kaleidoscopic Teaming in Multi Agent Simulations The claude 3 model family: Opus, sonnet, haiku
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ce8be272-cf91-477d-896c-8813f7ddcca1 · outbound
Kaleidoscopic Teaming in Multi Agent Simulations Claude 3.7 sonnet system card
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a6d46fdf-4ef0-4def-9356-fd2bbe53bc74 · outbound
Kaleidoscopic Teaming in Multi Agent Simulations Deception in LLMs: Self-Preservation and Autonomous Goals in Large Language Models
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d1c03a4e-92e4-4a51-9c7c-61118fc31784 · outbound
Kaleidoscopic Teaming in Multi Agent Simulations Explore, Establish, Exploit: Red Teaming Language Models from Scratch
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation be3b2584-87c4-4ca6-bc69-a67f78875611 · outbound
Kaleidoscopic Teaming in Multi Agent Simulations Why Do Multi-Agent LLM Systems Fail?
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 65af8e6b-9352-4d5e-a76c-b54d08e871d0 · outbound
Kaleidoscopic Teaming in Multi Agent Simulations Strategize Globally, Adapt Locally: A Multi-Turn Red Teaming Agent with Dual-Level Learning
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c18b4566-1e35-43e7-849f-8c7810e41505 · outbound
Kaleidoscopic Teaming in Multi Agent Simulations Agentpoison: Red- teaming llm agents via poisoning memory or knowledge bases.Advances in Neural Information Processing Systems, 37:130185–130213, 2024
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 91b3f184-b2ed-4920-a8b2-de950de0bd23 · outbound
Kaleidoscopic Teaming in Multi Agent Simulations AMONGAGENTS: Evaluating Large Language Models in the Interactive Text-Based Social Deduction Game
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0ae59b3a-f346-43ba-b3a0-2e526f7b66c6 · outbound
Kaleidoscopic Teaming in Multi Agent Simulations A Survey on LLM-as-a-Judge
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ce49d30d-581a-4d30-96cb-d913e59d04b6 · outbound
Kaleidoscopic Teaming in Multi Agent Simulations LLM Multi-Agent Systems: Challenges and Open Problems
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f6cbd53c-3f13-43dc-9f23-ac2a7f93d45d · outbound
Kaleidoscopic Teaming in Multi Agent Simulations Understanding the planning of LLM agents: A survey
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8647b6aa-100e-4118-9e76-f7469a7d48e2 · outbound
Kaleidoscopic Teaming in Multi Agent Simulations The amazon nova family of models: Technical report and model card.Amazon Technical Reports, 2024
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1e8d2051-f6b3-4be8-b08c-32a1f6b150c0 · outbound
Kaleidoscopic Teaming in Multi Agent Simulations Mixtral of Experts
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 53f5d1b5-a42e-4d53-a401-1421b231b884 · outbound
Kaleidoscopic Teaming in Multi Agent Simulations Red teaming visual language models
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a50d0b33-0dcb-4eaa-b186-036595723479 · outbound
Kaleidoscopic Teaming in Multi Agent Simulations Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d6801c5a-0d89-45bf-9d7e-2600a511575e · outbound
Kaleidoscopic Teaming in Multi Agent Simulations FLIRT: Feedback loop in-context red teaming
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c69d0a6b-229e-4ca3-82be-525bbeaf84ff · outbound
Kaleidoscopic Teaming in Multi Agent Simulations Enhancing Reasoning with Collaboration and Memory
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8a9e3bef-3d00-48e7-bb34-5fb578784dcc · outbound
Kaleidoscopic Teaming in Multi Agent Simulations MLGym: A New Framework and Benchmark for Advancing AI Research Agents
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f5453014-98e3-4a69-ac3b-2dd86e8d7be9 · outbound
Kaleidoscopic Teaming in Multi Agent Simulations Generative agents: Interactive simulacra of human behavior
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c5cac94c-a849-4eb2-a36c-64ebc922054d · outbound
Kaleidoscopic Teaming in Multi Agent Simulations Automated Red Teaming with GOAT: the Generative Offensive Agent Tester
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c83d5aaf-d732-4dd6-b3a5-0c7fccdafb19 · outbound
Kaleidoscopic Teaming in Multi Agent Simulations Red teaming language models with language models
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation edc4cfd0-e7c4-4c81-a029-2b46bfad77e4 · outbound
Kaleidoscopic Teaming in Multi Agent Simulations AgentSociety: Large-Scale Simulation of LLM-Driven Generative Agents Advances Understanding of Human Behaviors and Society
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ae22c6b6-6de4-4240-b333-edaa923cbdf7 · outbound
Kaleidoscopic Teaming in Multi Agent Simulations Evaluating large language models through communication games: An agent-based framework using werewolf in unity
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b8fee457-b1ad-4bf5-bdec-336b331c2d52 · outbound
Kaleidoscopic Teaming in Multi Agent Simulations ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f0f96b5f-63de-426b-8506-368867953784 · outbound
Kaleidoscopic Teaming in Multi Agent Simulations Great, Now Write an Article About That: The Crescendo Multi-Turn LLM Jailbreak Attack
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cd1553ba-71e9-4dd8-9f86-860dc395762d · outbound
Kaleidoscopic Teaming in Multi Agent Simulations AgentRxiv: Towards Collaborative Autonomous Research
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 388440fe-f98d-460f-b7ec-a535bee7e0bb · outbound
Kaleidoscopic Teaming in Multi Agent Simulations Jailbreak in pieces: Compositional adversarial attacks on multi-modal language models
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 17eb5e90-6760-475f-b74f-04a88d54dcc2 · outbound
Kaleidoscopic Teaming in Multi Agent Simulations WorkBench: a Benchmark Dataset for Agents in a Realistic Workplace Setting
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 95492e05-b30a-49fe-bb12-b92829b76f58 · outbound
Kaleidoscopic Teaming in Multi Agent Simulations Multi-Agent Collaboration: Harnessing the Power of Intelligent LLM Agents
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fcfd478f-5ff1-4b96-961a-4ce66f6995da · outbound
Kaleidoscopic Teaming in Multi Agent Simulations Operationalizing a threat model for red-teaming large language models (llms).arXiv preprint arXiv:2407.14937, 2024
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 965896c1-a9f1-4e1a-b09c-829d4e15afc5 · outbound
Kaleidoscopic Teaming in Multi Agent Simulations A survey on large language model based autonomous agents.Frontiers of Computer Science, 18(6):186345, 2024
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4bda551a-033a-41e3-817f-34d99574f430 · outbound
Kaleidoscopic Teaming in Multi Agent Simulations Gradient-based language model red teaming
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4b7c2788-7941-4aba-8e60-06119821ae9a · outbound
Kaleidoscopic Teaming in Multi Agent Simulations Ioannidis, Karthik Subbian, Jure Leskovec, and James Zou
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 31e1a4e7-92af-425a-ac0e-7e5f92ec49fe · outbound
Kaleidoscopic Teaming in Multi Agent Simulations Chain of attack: a semantic-driven contextual multi-turn attacker for llm
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d756d913-41d0-4824-adae-274b174d93be · outbound
Kaleidoscopic Teaming in Multi Agent Simulations GPTFUZZER: Red Teaming Large Language Models with Auto-Generated Jailbreak Prompts
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b00e30ff-93ec-4d7e-9cd3-b9e6a5c468dc · outbound
Kaleidoscopic Teaming in Multi Agent Simulations The human factor in ai red teaming: Perspectives from social and collaborative computing
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b51a4eae-22f5-47db-bc3b-e90c0f51a5d2 · outbound
Kaleidoscopic Teaming in Multi Agent Simulations Planning with multi- constraints via collaborative language agents
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 95cf6250-a2ca-468c-a55a-e21a4a85c9f5 · outbound
Kaleidoscopic Teaming in Multi Agent Simulations Wider and Deeper LLM Networks are Fairer LLM Evaluators
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e0f3a883-07fb-499a-bb2d-1cd1d2add41d · outbound
Kaleidoscopic Teaming in Multi Agent Simulations Agent-SafetyBench: Evaluating the Safety of LLM Agents
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ee8810b7-2a74-4b6b-88d3-b9ea0e909704 · outbound
Kaleidoscopic Teaming in Multi Agent Simulations Enhancing the general agent capabilities of low-paramter LLMs through tuning and multi-branch reasoning
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1c4bf418-9933-4aa7-ac83-7deb7d2c80dd · outbound
Kaleidoscopic Teaming in Multi Agent Simulations WebArena: A Realistic Web Environment for Building Autonomous Agents
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d700abbb-c455-47d6-b6b0-3d735c27d72d · outbound
Kaleidoscopic Teaming in Multi Agent Simulations SOTOPIA: Interactive Evaluation for Social Intelligence in Language Agents
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b0f870ed-0b3f-4d6d-83a5-e54e70c8cfb5 · outbound
Kaleidoscopic Teaming in Multi Agent Simulations Universal and Transferable Adversarial Attacks on Aligned Language Models
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f0eb3fca-7fc7-4700-ab05-56891a5c158f · outbound
Kaleidoscopic Teaming in Multi Agent Simulations Unresolved cited work
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e54817e4-abed-40ae-b14c-92f730d11001 · outbound
Kaleidoscopic Teaming in Multi Agent Simulations neural network accelerator compounds
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 86417517-29f6-49eb-aae1-1a31f105912d · outbound
Kaleidoscopic Teaming in Multi Agent Simulations limited resources
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 644e2092-50f9-485f-a622-bcf5f918316c · outbound
Kaleidoscopic Teaming in Multi Agent Simulations RESEARCH-FACILITY-4580
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 449d42e2-d1c4-4755-8673-3a03c84fedde · outbound
Kaleidoscopic Teaming in Multi Agent Simulations Unresolved cited work
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f9f72d3c-5e33-49ba-93b1-16c0d91317ff · outbound
Kaleidoscopic Teaming in Multi Agent Simulations NVDA") get_quotes(symbol=
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 660dde98-9bdb-479f-aad5-d07fd76af580 · outbound
Kaleidoscopic Teaming in Multi Agent Simulations our_AI_research_team
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5dda438a-09e5-489e-8493-c28fd500064a · outbound
Kaleidoscopic Teaming in Multi Agent Simulations Unresolved cited work
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation bda5dc0f-1f76-4fca-b296-c962d855a19c · outbound
Kaleidoscopic Teaming in Multi Agent Simulations Unresolved cited work
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a979b8f7-3b7a-498d-b2c7-c41edfd5253b · outbound
Kaleidoscopic Teaming in Multi Agent Simulations Unresolved cited work
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7eed4e41-0da9-4daf-a81c-994339b742ef · outbound
Kaleidoscopic Teaming in Multi Agent Simulations highly efficient energy source concept
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
No inbound Pith citation observations are available.