Pith. sign in

Paper Citation Record · LEDGER

When Autonomy Goes Rogue: Preparing for Risks of Multi-Agent Collusion in Social Systems

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.

pith.paper-citation-record.v1
2507.14660 v2

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:56:22.942000Z

measured 47 of 47 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:14:22.946739Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-14T22:23:04.333823Z

Reference resolution

43 of 43 outbound references displayed

  • verified exact0
  • verified fuzzy21
  • unresolved22
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 16cc92d4-c454-4587-aba2-28b161507133 · outbound

This paper cites Demystifying neural fake news via linguistic feature- based interpretation.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:56:28.594269Z

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.

source=pdf_text observed=2026-08-06T15:56:20.139192Z digest=sha256:98ac3a7119ef625c021763f249cd3f79a62bcb19563ce82071d65f6547e4d146

Observation feb95ef5-f9c1-4be4-96e1-bbbf2ec1d763 · outbound

This paper cites Nudging away false news: Evidence from a social norms experiment.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:56:28.347336Z

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.

source=pdf_text observed=2026-08-06T15:56:20.185916Z digest=sha256:0eaa754ef31099063dbfe64368290d759d91a3754772e24bf261e67936c52f10

Observation 07ec1073-27b7-475b-85e4-cafcc35a95fc · outbound

This paper cites Intentional or in- advertent fake news sharing? fact-checking warnings and users´ interaction with social media content.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:56:28.164393Z

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.

source=pdf_text observed=2026-08-06T15:56:20.233976Z digest=sha256:c915a2b8f4e2adbacee1ed25a9e721fe84e965c1028efed002e0a469ff1b2247

Observation 86822cd3-956f-42f2-9608-f3d03ba6a233 · outbound

This paper cites The looming threat of fake and llm-generated linkedin profiles: Challenges and opportunities for detection and prevention.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:56:27.951638Z

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.

source=pdf_text observed=2026-08-06T15:56:20.298850Z digest=sha256:f33adb62d1824a81c3116de5f524713855ab6508bc4f5338e96621f7dc1d6bca

Observation b7e767c0-9c43-4f6c-9ff9-74712da81d32 · outbound

This paper cites Competition in pricing algorithms.American Economic Journal: Microeconomics, 15(2):109–156, 2023.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:56:27.676077Z

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.

source=pdf_text observed=2026-08-06T15:56:20.350092Z digest=sha256:cf8b9541ec1d3042f4ba718fef9195f749b761481c04894882abf2df7a792edf

Observation fe2ea780-512e-444e-bc5b-6e71a2eff18a · outbound

This paper cites Artificial intelligence, algorithmic pricing, and collusion.American Economic Review, 110(10):3267–3297, 2020.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:56:27.309189Z

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.

source=pdf_text observed=2026-08-06T15:56:20.400501Z digest=sha256:e68d445b355a46916e2f2b9de343f84608ba811272a749095254b8ccd48381c5

Observation 29d6c2e8-7df3-4649-9236-8ba4a690f896 · outbound

This paper cites an unresolved cited work.

When Autonomy Goes Rogue: Preparing for Risks of Multi-Agent Collusion in Social Systems Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:56:27.082189Z

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.

source=pdf_text observed=2026-08-06T15:56:20.471652Z digest=sha256:ebae415f8d2e4c11297aecba7238defcb4d081a35ed8b278c89a6e96f5dc1cf1

Observation 286db9b9-9ed2-4deb-834b-63f790ec3a96 · outbound

This paper cites Algorithmic collusion by large language models.

When Autonomy Goes Rogue: Preparing for Risks of Multi-Agent Collusion in Social Systems Algorithmic collusion by large language models

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-06T15:56:20.541309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:56:20.541309Z digest=sha256:b117c4a1415406a19be6485b2f88cbb8318402d66a766f98d548e9b117c45d84

Observation 2c56b135-a785-42bb-9ea6-0441bf9f9534 · outbound

This paper cites Generative Language Models and Automated Influence Operations: Emerging Threats and Potential Mitigations.

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

Resolution
unresolved
no resolver link, observed 2026-08-06T15:56:20.654841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:56:20.654841Z digest=sha256:c7b6f8a252a44a78b300f05945d9ee821819b39283929568d3faf967a42873d9

Observation b15d10ef-6356-42c4-ae12-67af5ee769da · outbound

This paper cites On the Resilience of LLM-Based Multi-Agent Collaboration with Faulty Agents.

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

Resolution
unresolved
no resolver link, observed 2026-08-06T15:56:20.709932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:56:20.709932Z digest=sha256:548ab5cdc412bfd050e8783f3ca61ec5e176c50f79bbbab4f094cade79ae0755

Observation 266fa391-4f15-463c-9b22-1dbd04fc356c · outbound

This paper cites Flooding Spread of Manipulated Knowledge in LLM-Based Multi-Agent Communities.

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

Resolution
unresolved
no resolver link, observed 2026-08-06T15:56:20.767043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:56:20.767043Z digest=sha256:66ad5fccbef16289eade58b8d08e1aafbf56b02c51cf87ab66cd2c69baad2418

Observation 3dd5809a-94cb-41ea-8721-14015132f233 · outbound

This paper cites Autonomous algorithmic collusion: Q-learning under sequential pricing.The RAND Journal of Economics, 52(3):538–558, 2021.

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

Resolution
unresolved
no resolver link, observed 2026-08-06T15:56:20.847066Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:56:20.847066Z digest=sha256:54d36a8fdc1a1534244353a531a3d0e8f308d6a1fb536ecdd9b0f5becf68c38d

Observation 6886c766-b1e2-4ab6-83ff-9ec513a56fa5 · outbound

This paper cites Hidden in plain text: Emergence & mitigation of steganographic collusion in llms.

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

Resolution
unresolved
no resolver link, observed 2026-08-06T15:56:20.902012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:56:20.902012Z digest=sha256:68db7c7e5c7ca6ec97fa3bd91c68e7c417ab04e5b192a91006c0f5dba71d4378

Observation ab031ab0-7e24-4130-8feb-c070d9707467 · outbound

This paper cites Secret collusion among ai agents: Multi-agent deception via steganography.

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

Resolution
unresolved
no resolver link, observed 2026-08-06T15:56:20.953297Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:56:20.953297Z digest=sha256:42a6f7871e3121119a5570e64cac3e3ca0f12245b770d04ce75c870c5a547bff

Observation 085f1932-98cc-41d8-b617-d354c0a0fc48 · outbound

This paper cites Coordinated behavior on social media in 2019 uk general election.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:56:26.820284Z

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.

source=pdf_text observed=2026-08-06T15:56:21.028026Z digest=sha256:c967fcc0e1afd05cf8803b4bd355ef4aca139788096ff9f200ad8e2844e10784

Observation 0c3c815f-3484-4294-8052-3cf9b3e963a8 · outbound

This paper cites Text Compression Eval.

When Autonomy Goes Rogue: Preparing for Risks of Multi-Agent Collusion in Social Systems Text Compression Eval

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:56:26.486363Z

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.

source=pdf_text observed=2026-08-06T15:56:21.134161Z digest=sha256:00d85c2cf3468d7b7b1eb80d8219351787c18cb389ef6a743c53823250cd9ed7

Observation afefb6d4-9841-4872-9da1-a8d0fcbb5bee · outbound

This paper cites Tacit collusion.Oxford Review of Economic Policy, 9(2):27–40, 1993.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:56:26.068181Z

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.

source=pdf_text observed=2026-08-06T15:56:21.217302Z digest=sha256:606e357552660930bde77c6e01928e059e669cf645d24bf6d94ffe4d2c59b8e9

Observation c03ddb02-3b51-476b-be10-f51f53d2b96e · outbound

This paper cites Financial fraud: A literature review.Contemporary topics in finance: A collection of literature surveys, pages 79–115, 2019.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:56:25.680458Z

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.

source=pdf_text observed=2026-08-06T15:56:21.256990Z digest=sha256:04ba33e7c4b68b73f5856287464372d304c6cd22a0bdf7c14adb2ddddb206a75

Observation e53a5e67-b8cd-4988-89a8-3b3acbcce60e · outbound

This paper cites 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.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:56:25.597479Z

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.

source=pdf_text observed=2026-08-06T15:56:21.293765Z digest=sha256:383ce73e9706f705768599ff0a7da567a25d4520ab10588dc3b02919927ab414

Observation 73b5cd86-f843-4038-a12e-ffb367fa5eb0 · outbound

This paper cites A review of smartphone fact-checking apps and their (non) use among older adults.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:56:25.406045Z

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.

source=pdf_text observed=2026-08-06T15:56:21.358400Z digest=sha256:fe47baa383dc40a878fe4a1ebba6d09bda80c234151a4e655e3f5a9d6a3f5cfd

Observation 7ce0cf6e-66e3-451b-abad-cee73a267503 · outbound

This paper cites FakeNewsNet: A Data Repository with News Content, Social Context and Spatialtemporal Information for Studying Fake News on Social Media.

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

Resolution
unresolved
no resolver link, observed 2026-08-06T15:56:21.440362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:56:21.440362Z digest=sha256:c047d08d21084ee328c1de0113462c4915d1182ad77e3df1b8fe0b050d28bd51

Observation 74a57240-cc7d-4f03-b690-def140bf6336 · outbound

This paper cites Fact-enhanced synthetic news generation.

When Autonomy Goes Rogue: Preparing for Risks of Multi-Agent Collusion in Social Systems Fact-enhanced synthetic news generation

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:56:25.235555Z

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.

source=pdf_text observed=2026-08-06T15:56:21.484905Z digest=sha256:b260a97e4b469326bb13f0378ed09adc93a3dc3c9816ffa20edffd3e741f26d3

Observation b619b7aa-f057-4d89-92d3-c3a34772f2c7 · outbound

This paper cites Evil Geniuses: Delving into the Safety of LLM-based Agents.

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

Resolution
unresolved
no resolver link, observed 2026-08-06T15:56:21.573663Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:56:21.573663Z digest=sha256:e8a4a8cd9b1e1b2f6a3dc15bebf3e03424bdd8a1082b498af9ae6f80b7351e1e

Observation dfcfd09a-4563-43c6-9779-a523c5ce2286 · outbound

This paper cites Operationalizing a threat model for red-teaming large language models (llms).arXiv preprint arXiv:2407.14937, 2024.

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

Resolution
unresolved
no resolver link, observed 2026-08-06T15:56:21.655996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:56:21.655996Z digest=sha256:f7ef1cc75878639c926e1a6f366dbf634498b593077969ae45c17842363c1c8a

Observation a196c5a2-9a65-4f4d-b80a-808435c44664 · outbound

This paper cites OASIS: Open Agent Social Interaction Simulations with One Million Agents.

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

Resolution
unresolved
no resolver link, observed 2026-08-06T15:56:21.703154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:56:21.703154Z digest=sha256:711d0ca98630b11f93f03bdd8c682671e9a9beb6b9f498b3d1fdd5b5ecb3b2db

Observation eed11c62-fb5f-4c9d-bce9-94c7b5c1c2e0 · outbound

This paper cites Defending against neural fake news.Advances in neural information processing systems, 32, 2019.

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

Resolution
unresolved
no resolver link, observed 2026-08-06T15:56:21.751065Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:56:21.751065Z digest=sha256:deec5530498d8127d8ad9d977e1120f6a9a30d25776a0c3fa3850ced96ca55c7

Observation 34054ddb-f5e2-4736-84f2-4f4f83ac623a · outbound

This paper cites PsySafe: A Comprehensive Framework for Psychological-based Attack, Defense, and Evaluation of Multi-agent System Safety.

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

Resolution
unresolved
no resolver link, observed 2026-08-06T15:56:21.842159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:56:21.842159Z digest=sha256:a0ec96b1cf964a3a887745114335dde7f94e6b453e91b026cb6f553e5bab326c

Observation f30d6f42-b4b4-4b31-a4f5-6129e821fe53 · outbound

This paper cites Synthetic lies: Understanding ai-generated misinformation and evaluating algorithmic and human solutions.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:56:25.053468Z

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.

source=pdf_text observed=2026-08-06T15:56:21.881809Z digest=sha256:4f7c7290e7dd68d72107121d1e112f1849a714a82975c3f03c345da018787470

Observation 95f2898c-4cea-4ac7-b105-a74e7899d25a · outbound

This paper cites This post was disputed.

When Autonomy Goes Rogue: Preparing for Risks of Multi-Agent Collusion in Social Systems This post was disputed

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:56:24.888086Z

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.

source=pdf_text observed=2026-08-06T15:56:21.946467Z digest=sha256:4ff2002cb2fd2c855d2024e003c1cdfb680d91502258be0fdd12de63b7652db9

Observation 77b30d75-3c55-4216-9d5f-d5fa5d8b1c2a · outbound

This paper cites The username should reflect the user’s name, personality, or interests.

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

Resolution
unresolved
no resolver link, observed 2026-08-06T15:56:22.008120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:56:22.008120Z digest=sha256:9c14081e9d8f7e7021db805c6e24242a98efe491c3ed43452426352eb0c0939d

Observation 20a40b52-c0c6-493a-9c03-08943119be5f · outbound

This paper cites an unresolved cited work.

When Autonomy Goes Rogue: Preparing for Risks of Multi-Agent Collusion in Social Systems Unresolved cited work

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-06T15:56:22.049806Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:56:22.049806Z digest=sha256:a5305ad82878f37f445a156380825c23189c2e7f22f1d9ef6102c4aa38ae261c

Observation 1eb2fd37-b1b4-4785-ba71-c2c3d2364c6c · outbound

This paper cites an unresolved cited work.

When Autonomy Goes Rogue: Preparing for Risks of Multi-Agent Collusion in Social Systems Unresolved cited work

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-06T15:56:22.103309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:56:22.103309Z digest=sha256:d5187686c3cca8c10166ea67b0abdf5d457bc8f39643a931a1c87da1b1ba1d36

Observation e9fd383b-9e24-4c8c-8015-7ec1e9845262 · outbound

This paper cites content"(str): The content of the post to be created. - repost: Repost a post. - Arguments:.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:56:24.726137Z

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.

source=pdf_text observed=2026-08-06T15:56:22.173926Z digest=sha256:3360a78088177988f84aa6e8cb5009ceb85be4a3f30ff0ec65039ebd2d7dcccc

Observation 4cfc5e6a-6594-4d04-85be-ee4611eb4721 · outbound

This paper cites an unresolved cited work.

When Autonomy Goes Rogue: Preparing for Risks of Multi-Agent Collusion in Social Systems Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:56:24.538106Z

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.

source=pdf_text observed=2026-08-06T15:56:22.271216Z digest=sha256:39cca208f006d4f2150e3989cd09f9319377132402ce6032eac8b2fa9194cd97

Observation e0df3c74-30a0-4a4a-a972-7489f91faccc · outbound

This paper cites an unresolved cited work.

When Autonomy Goes Rogue: Preparing for Risks of Multi-Agent Collusion in Social Systems Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:56:24.358537Z

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.

source=pdf_text observed=2026-08-06T15:56:22.329140Z digest=sha256:591ce1d90a6eeb4f883121e243a17cb37af73dd27add3a52028ac1f2f1ec92db

Observation 48de8690-aa56-43d7-832f-df3993abcad7 · outbound

This paper cites 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:.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:56:24.152331Z

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.

source=pdf_text observed=2026-08-06T15:56:22.386377Z digest=sha256:43afce99173d01fc2380a2392d1f1ba577eb645765ba7c3a3a4c1388542f3649

Observation 9038e8eb-19a6-4309-abb1-cc4994cf2491 · outbound

This paper cites an unresolved cited work.

When Autonomy Goes Rogue: Preparing for Risks of Multi-Agent Collusion in Social Systems Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:56:24.000068Z

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.

source=pdf_text observed=2026-08-06T15:56:22.459877Z digest=sha256:6e462203f84e1aa083695fcf011f955a851a9b12b5239be739becc65c1179e7d

Observation 43296ba2-09ea-4581-8efa-36b493f88a4c · outbound

This paper cites 3.Your reflections should be as concise and summarized as possible, avoiding long-winded explanations.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:56:23.833509Z

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.

source=pdf_text observed=2026-08-06T15:56:22.515049Z digest=sha256:3df2633e039038e8a0bc7f34833eed4b04df45f33d34664375042409b0991460

Observation 47280bdf-0ee9-4b9f-a08a-f2d4f2a10d48 · outbound

This paper cites an unresolved cited work.

When Autonomy Goes Rogue: Preparing for Risks of Multi-Agent Collusion in Social Systems Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:56:23.679339Z

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.

source=pdf_text observed=2026-08-06T15:56:22.594192Z digest=sha256:ab07956997d4d6f1329d174b83c941c6d5fb554ebf194a6879e2d135a4bfc173

Observation 916adeea-01b0-4424-91b0-4fd0a016bd80 · outbound

This paper cites an unresolved cited work.

When Autonomy Goes Rogue: Preparing for Risks of Multi-Agent Collusion in Social Systems Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:56:23.559867Z

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.

source=pdf_text observed=2026-08-06T15:56:22.709014Z digest=sha256:0da402f5eafab6df7af080674f0afbdf1d10b4423dd8db6514d3f98a4bf95145

Observation 1575f86c-1917-4b41-a8da-75a2386430fb · outbound

This paper cites If an action involves publishing content (such as posts or comments), you need to specify what changes should be made to the content.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:56:23.423909Z

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.

source=pdf_text observed=2026-08-06T15:56:22.768057Z digest=sha256:d12d7214d7795d0ae8ab78852c198d271ea819d4cec7d81449ef5ace6bbe6c97

Observation 98b49887-b786-49ad-a865-4ca3fa95a04f · outbound

This paper cites 3.Your reflections should be as concise and summarized as possible, avoiding long-winded explanations.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:56:23.327400Z

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.

source=pdf_text observed=2026-08-06T15:56:22.859127Z digest=sha256:b17f01357aa28546f23aa75c8e0cdaa0f10166039d7cace740048ee3be76036d

Observation 61ed2b14-1099-477e-8685-36200faba1fa · outbound

This paper cites benign” or “harmful.

When Autonomy Goes Rogue: Preparing for Risks of Multi-Agent Collusion in Social Systems benign” or “harmful

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:56:23.232692Z

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.

source=pdf_text observed=2026-08-06T15:56:22.942000Z digest=sha256:786158e7575292fb3f1a85649dd65b64758bb96aa8242c5a5acc37fd5310ccdb

Pith citing papers

Observation 0f26c0a8-a4e0-4f35-b9db-a6df662b0251 · inbound

Frontier AI Risk Management Framework in Practice: A Risk Analysis Technical Report cites this paper.

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

Resolution
unresolved
no resolver link, observed 2026-08-06T15:14:22.946739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:14:22.946739Z digest=sha256:716fd65c937cf013d921cb61b3220d07b5b66731843db34522165016ac183251

Observation 0434b9b7-ffb4-40f4-98db-fbe8c3c57cb5 · inbound

Emergent Coordinated Behaviors in Networked LLM Agents: Modeling the Strategic Dynamics of Information Operations cites this paper.

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

Resolution
unresolved
no resolver link, observed 2026-08-04T07:40:00.067397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T07:40:00.067397Z digest=sha256:5c377f0500ccd444f6897962f3fc2411b5d467ae0d6413f1c813dda91d45e325

Observation ed7b4660-6a40-4b16-8923-a97fbcbd70d5 · inbound

Emergent Social Intelligence Risks in Generative Multi-Agent Systems cites this paper.

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

Resolution
verified exact
arxiv_id, observed 2026-05-14T21:48:00.902501Z

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.

source=pdf_text observed=2026-05-14T21:45:04.625084Z digest=sha256:9cdebe58ded7f0bb6894df3d6220bd4b1fcb2734a7361a60ee99dde68f2b4a02

Observation fa0dec20-0a1e-4ef9-a9dd-ca1bad9f8582 · inbound

Safety in Embodied AI: A Survey of Risks, Attacks, and Defenses cites this paper.

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

Resolution
verified exact
arxiv_id, observed 2026-05-14T22:23:04.337681Z

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.

source=pdf_text observed=2026-05-14T22:20:31.623849Z digest=sha256:03a1a721c222292dbe404989b917c210c0862442fbb2799511060f8d983c9893