Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T15:56:22.942000Z
Paper Citation Record · LEDGER
As of 21 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 4 inbound Pith citation observations for arXiv:2507.14660.
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 2026-08-06T15:56:22.942000Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T15:14:22.946739Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-14T22:23:04.333823Z
43 of 43 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 16cc92d4-c454-4587-aba2-28b161507133 · outbound
When Autonomy Goes Rogue: Preparing for Risks of Multi-Agent Collusion in Social Systems Demystifying neural fake news via linguistic feature- based interpretation
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation feb95ef5-f9c1-4be4-96e1-bbbf2ec1d763 · outbound
When Autonomy Goes Rogue: Preparing for Risks of Multi-Agent Collusion in Social Systems Nudging away false news: Evidence from a social norms experiment
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 07ec1073-27b7-475b-85e4-cafcc35a95fc · outbound
When Autonomy Goes Rogue: Preparing for Risks of Multi-Agent Collusion in Social Systems Intentional or in- advertent fake news sharing? fact-checking warnings and users´ interaction with social media content
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 86822cd3-956f-42f2-9608-f3d03ba6a233 · outbound
When Autonomy Goes Rogue: Preparing for Risks of Multi-Agent Collusion in Social Systems The looming threat of fake and llm-generated linkedin profiles: Challenges and opportunities for detection and prevention
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation b7e767c0-9c43-4f6c-9ff9-74712da81d32 · outbound
When Autonomy Goes Rogue: Preparing for Risks of Multi-Agent Collusion in Social Systems Competition in pricing algorithms.American Economic Journal: Microeconomics, 15(2):109–156, 2023
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation fe2ea780-512e-444e-bc5b-6e71a2eff18a · outbound
When Autonomy Goes Rogue: Preparing for Risks of Multi-Agent Collusion in Social Systems Artificial intelligence, algorithmic pricing, and collusion.American Economic Review, 110(10):3267–3297, 2020
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 29d6c2e8-7df3-4649-9236-8ba4a690f896 · outbound
When Autonomy Goes Rogue: Preparing for Risks of Multi-Agent Collusion in Social Systems Unresolved cited work
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 286db9b9-9ed2-4deb-834b-63f790ec3a96 · outbound
When Autonomy Goes Rogue: Preparing for Risks of Multi-Agent Collusion in Social Systems Algorithmic collusion by large language models
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2c56b135-a785-42bb-9ea6-0441bf9f9534 · outbound
When Autonomy Goes Rogue: Preparing for Risks of Multi-Agent Collusion in Social Systems Generative Language Models and Automated Influence Operations: Emerging Threats and Potential Mitigations
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b15d10ef-6356-42c4-ae12-67af5ee769da · outbound
When Autonomy Goes Rogue: Preparing for Risks of Multi-Agent Collusion in Social Systems On the Resilience of LLM-Based Multi-Agent Collaboration with Faulty Agents
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 266fa391-4f15-463c-9b22-1dbd04fc356c · outbound
When Autonomy Goes Rogue: Preparing for Risks of Multi-Agent Collusion in Social Systems Flooding Spread of Manipulated Knowledge in LLM-Based Multi-Agent Communities
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3dd5809a-94cb-41ea-8721-14015132f233 · outbound
When Autonomy Goes Rogue: Preparing for Risks of Multi-Agent Collusion in Social Systems Autonomous algorithmic collusion: Q-learning under sequential pricing.The RAND Journal of Economics, 52(3):538–558, 2021
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6886c766-b1e2-4ab6-83ff-9ec513a56fa5 · outbound
When Autonomy Goes Rogue: Preparing for Risks of Multi-Agent Collusion in Social Systems Hidden in plain text: Emergence & mitigation of steganographic collusion in llms
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ab031ab0-7e24-4130-8feb-c070d9707467 · outbound
When Autonomy Goes Rogue: Preparing for Risks of Multi-Agent Collusion in Social Systems Secret collusion among ai agents: Multi-agent deception via steganography
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 085f1932-98cc-41d8-b617-d354c0a0fc48 · outbound
When Autonomy Goes Rogue: Preparing for Risks of Multi-Agent Collusion in Social Systems Coordinated behavior on social media in 2019 uk general election
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 0c3c815f-3484-4294-8052-3cf9b3e963a8 · outbound
When Autonomy Goes Rogue: Preparing for Risks of Multi-Agent Collusion in Social Systems Text Compression Eval
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation afefb6d4-9841-4872-9da1-a8d0fcbb5bee · outbound
When Autonomy Goes Rogue: Preparing for Risks of Multi-Agent Collusion in Social Systems Tacit collusion.Oxford Review of Economic Policy, 9(2):27–40, 1993
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation c03ddb02-3b51-476b-be10-f51f53d2b96e · outbound
When Autonomy Goes Rogue: Preparing for Risks of Multi-Agent Collusion in Social Systems Financial fraud: A literature review.Contemporary topics in finance: A collection of literature surveys, pages 79–115, 2019
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation e53a5e67-b8cd-4988-89a8-3b3acbcce60e · outbound
When Autonomy Goes Rogue: Preparing for Risks of Multi-Agent Collusion in Social Systems Correcting misinformation in news stories: An investigation of correction timing and correction durability.Journal of Applied Research in Memory and Cognition, 9(3): 310–322, 2020
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 73b5cd86-f843-4038-a12e-ffb367fa5eb0 · outbound
When Autonomy Goes Rogue: Preparing for Risks of Multi-Agent Collusion in Social Systems A review of smartphone fact-checking apps and their (non) use among older adults
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 7ce0cf6e-66e3-451b-abad-cee73a267503 · outbound
When Autonomy Goes Rogue: Preparing for Risks of Multi-Agent Collusion in Social Systems FakeNewsNet: A Data Repository with News Content, Social Context and Spatialtemporal Information for Studying Fake News on Social Media
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 74a57240-cc7d-4f03-b690-def140bf6336 · outbound
When Autonomy Goes Rogue: Preparing for Risks of Multi-Agent Collusion in Social Systems Fact-enhanced synthetic news generation
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation b619b7aa-f057-4d89-92d3-c3a34772f2c7 · outbound
When Autonomy Goes Rogue: Preparing for Risks of Multi-Agent Collusion in Social Systems Evil Geniuses: Delving into the Safety of LLM-based Agents
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dfcfd09a-4563-43c6-9779-a523c5ce2286 · outbound
When Autonomy Goes Rogue: Preparing for Risks of Multi-Agent Collusion in Social Systems Operationalizing a threat model for red-teaming large language models (llms).arXiv preprint arXiv:2407.14937, 2024
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a196c5a2-9a65-4f4d-b80a-808435c44664 · outbound
When Autonomy Goes Rogue: Preparing for Risks of Multi-Agent Collusion in Social Systems OASIS: Open Agent Social Interaction Simulations with One Million Agents
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eed11c62-fb5f-4c9d-bce9-94c7b5c1c2e0 · outbound
When Autonomy Goes Rogue: Preparing for Risks of Multi-Agent Collusion in Social Systems Defending against neural fake news.Advances in neural information processing systems, 32, 2019
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 34054ddb-f5e2-4736-84f2-4f4f83ac623a · outbound
When Autonomy Goes Rogue: Preparing for Risks of Multi-Agent Collusion in Social Systems PsySafe: A Comprehensive Framework for Psychological-based Attack, Defense, and Evaluation of Multi-agent System Safety
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f30d6f42-b4b4-4b31-a4f5-6129e821fe53 · outbound
When Autonomy Goes Rogue: Preparing for Risks of Multi-Agent Collusion in Social Systems Synthetic lies: Understanding ai-generated misinformation and evaluating algorithmic and human solutions
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 95f2898c-4cea-4ac7-b105-a74e7899d25a · outbound
When Autonomy Goes Rogue: Preparing for Risks of Multi-Agent Collusion in Social Systems This post was disputed
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 77b30d75-3c55-4216-9d5f-d5fa5d8b1c2a · outbound
When Autonomy Goes Rogue: Preparing for Risks of Multi-Agent Collusion in Social Systems The username should reflect the user’s name, personality, or interests
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 20a40b52-c0c6-493a-9c03-08943119be5f · outbound
When Autonomy Goes Rogue: Preparing for Risks of Multi-Agent Collusion in Social Systems Unresolved cited work
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1eb2fd37-b1b4-4785-ba71-c2c3d2364c6c · outbound
When Autonomy Goes Rogue: Preparing for Risks of Multi-Agent Collusion in Social Systems Unresolved cited work
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e9fd383b-9e24-4c8c-8015-7ec1e9845262 · outbound
When Autonomy Goes Rogue: Preparing for Risks of Multi-Agent Collusion in Social Systems content"(str): The content of the post to be created. - repost: Repost a post. - Arguments:
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 4cfc5e6a-6594-4d04-85be-ee4611eb4721 · outbound
When Autonomy Goes Rogue: Preparing for Risks of Multi-Agent Collusion in Social Systems Unresolved cited work
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation e0df3c74-30a0-4a4a-a972-7489f91faccc · outbound
When Autonomy Goes Rogue: Preparing for Risks of Multi-Agent Collusion in Social Systems Unresolved cited work
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 48de8690-aa56-43d7-832f-df3993abcad7 · outbound
When Autonomy Goes Rogue: Preparing for Risks of Multi-Agent Collusion in Social Systems plan" (str) - Specific content of your plan. You should enter clear, specific, and actionable plan. - create_post: Create a new post with the given content. - Arguments:
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 9038e8eb-19a6-4309-abb1-cc4994cf2491 · outbound
When Autonomy Goes Rogue: Preparing for Risks of Multi-Agent Collusion in Social Systems Unresolved cited work
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 43296ba2-09ea-4581-8efa-36b493f88a4c · outbound
When Autonomy Goes Rogue: Preparing for Risks of Multi-Agent Collusion in Social Systems 3.Your reflections should be as concise and summarized as possible, avoiding long-winded explanations
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 47280bdf-0ee9-4b9f-a08a-f2d4f2a10d48 · outbound
When Autonomy Goes Rogue: Preparing for Risks of Multi-Agent Collusion in Social Systems Unresolved cited work
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 916adeea-01b0-4424-91b0-4fd0a016bd80 · outbound
When Autonomy Goes Rogue: Preparing for Risks of Multi-Agent Collusion in Social Systems Unresolved cited work
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 1575f86c-1917-4b41-a8da-75a2386430fb · outbound
When Autonomy Goes Rogue: Preparing for Risks of Multi-Agent Collusion in Social Systems If an action involves publishing content (such as posts or comments), you need to specify what changes should be made to the content
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 98b49887-b786-49ad-a865-4ca3fa95a04f · outbound
When Autonomy Goes Rogue: Preparing for Risks of Multi-Agent Collusion in Social Systems 3.Your reflections should be as concise and summarized as possible, avoiding long-winded explanations
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 61ed2b14-1099-477e-8685-36200faba1fa · outbound
When Autonomy Goes Rogue: Preparing for Risks of Multi-Agent Collusion in Social Systems benign” or “harmful
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 0f26c0a8-a4e0-4f35-b9db-a6df662b0251 · inbound
Frontier AI Risk Management Framework in Practice: A Risk Analysis Technical Report When Autonomy Goes Rogue: Preparing for Risks of Multi-Agent Collusion in Social Systems
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0434b9b7-ffb4-40f4-98db-fbe8c3c57cb5 · inbound
Emergent Coordinated Behaviors in Networked LLM Agents: Modeling the Strategic Dynamics of Information Operations When Autonomy Goes Rogue: Preparing for Risks of Multi-Agent Collusion in Social Systems
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ed7b4660-6a40-4b16-8923-a97fbcbd70d5 · inbound
Emergent Social Intelligence Risks in Generative Multi-Agent Systems When Autonomy Goes Rogue: Preparing for Risks of Multi-Agent Collusion in Social Systems
Reference 107
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation fa0dec20-0a1e-4ef9-a9dd-ca1bad9f8582 · inbound
Safety in Embodied AI: A Survey of Risks, Attacks, and Defenses When Autonomy Goes Rogue: Preparing for Risks of Multi-Agent Collusion in Social Systems
Reference 291
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.