Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-08T06:13:17.633146Z
Paper Citation Record · LEDGER
As of 6 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2604.23511.
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 2026-05-08T06:13:17.633146Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+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
45 of 45 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation b1026f21-ac34-4103-8721-2b217252483e · outbound
Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems Multi-Agent Risks from Advanced AI
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation dc4c85c4-4e99-4ea9-89f9-32c192993722 · outbound
Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems Emergence in multi-agent systems: A safety perspective
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation ec6a269c-b46e-4f2b-917e-2ac8d1f88996 · outbound
Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems A survey on llm-based multi-agent systems: workflow, infrastructure, and challenges
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 7324a962-ab5e-4d03-80cd-15071b2b58da · outbound
Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems See and think: Embodied agent in virtual environment
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation b85c28d3-f14e-4608-8503-0add0646e6bb · outbound
Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems Retrieval-augmented embodied agents
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation f83d05e5-5694-4e22-8abf-5854c1cf3237 · outbound
Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 38370db2-e9ff-4e7f-8123-d29fce3555f7 · outbound
Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems Algorithmic Collusion by Large Language Models
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation e2612d72-9927-4307-ad81-c2e7c093e57f · outbound
Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems Sumeet Ramesh Motwani, Mikhail Baranchuk, Martin Strohmeier, Vijay Bolina, Philip H.S
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 5b1aae7c-385b-4eab-9636-b638129febb5 · outbound
Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems Secret collusion among ai agents: Multi-agent deception via steganography
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 7d68b422-46a2-40a7-98da-fcc33fd012ef · outbound
Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems PPCA: Privacy- preserving collision avoidance for autonomous unmanned aerial vehi- cles
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 02fab3f5-85c1-4d06-94bc-0deda927fdcc · outbound
Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems Ai agents under threat: A survey of key security challenges and future pathways
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 4af70b9c-cb16-4469-91d3-c0047f215a61 · outbound
Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems Internet of agents: Fundamentals, applications, and challenges
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 183fd1cd-5343-42fb-b525-9516e808a9c6 · outbound
Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems MISP: An efficient quantum-resistant misbehavior preventing scheme with self-enforcement for vehicle-to- everything
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation c0d655ab-bbb4-4632-8790-31eabc3595c6 · outbound
Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems Defining and mitigating collusion in multi-agent systems
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 4432c19b-a607-46cd-ad04-c811eacacd90 · outbound
Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems Artificial intelligence: Can seemingly collu- sive outcomes be avoided?
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 1673ec55-bb4e-421d-8aa3-90bdba46fbc3 · outbound
Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems Blockchains and smart contracts for the internet of things
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 2efab3f8-745c-4f79-91b3-5dabc940a7a4 · outbound
Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems Blockchained smart contract pyramid- driven multi-agent autonomous process control for resilient individu- alised manufacturing towards industry 5.0
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 3e04f987-db56-4d3f-84b4-1b8b1333e986 · outbound
Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems How to leak a secret
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation d6575a07-cad4-4ef3-b030-90ec2829a840 · outbound
Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems Artificial intelligence, algorithmic pricing, and collusion
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 09f179a6-58a5-4350-802e-6e0fba7403e2 · outbound
Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems Autonomous algorithmic collusion: Q-learning under sequen- tial pricing
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 60f4cfc4-7bc0-4f19-bde3-323aa3651b6a · outbound
Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems Competition in pricing algorithms
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation a9fda2f9-b73c-4253-9009-95e74cf8a2f5 · outbound
Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems Beyond Human Intervention: Algorithmic Collusion through Multi-Agent Learning Strategies
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation ac5a0102-73f7-4a1d-aa7e-86d05c32076a · outbound
Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems Adversarial competition and collusion in algorithmic markets
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 1a5a05fc-ef96-4365-be89-2bcb74cbf1d3 · outbound
Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems Colosseum: Auditing Collusion in Cooperative Multi-Agent Systems
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 77a1b833-508a-4114-9b27-d5bf320d2ba5 · outbound
Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems Information theoretic approach to detect collusion in multi-agent games
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation d52ad362-4602-4ed3-a5d5-c738bceb524f · outbound
Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems Human-algorithm interaction: Al- gorithmic pricing in hybrid laboratory markets
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 9555b65d-d8e3-4c95-8bc3-4379305a5eaf · outbound
Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems Algorithmic competition, with humans
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 72f86d00-918a-4409-9120-a8443584f29e · outbound
Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems Algorithmic collusion in electronic markets: The impact of tick size
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 0cc4940a-010b-43ba-b486-71660a774494 · outbound
Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems Learning to mitigate ai collusion on economic platforms
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 42976097-0679-4d7e-8976-86f2cd89e8f2 · outbound
Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems G-safeguard: A topology-guided security lens and treatment on llm-based multi-agent systems
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 68c30b84-8fc8-4c22-a00e-7b063560d008 · outbound
Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems AgentSafe: Safeguarding Large Language Model-based Multi-agent Systems via Hierarchical Data Management
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 100d3733-b55c-4532-ba78-8686abb25bbe · outbound
Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems Sentinelnet: Safeguarding multi-agent collaboration through credit-based dynamic threat detection
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 3af20fe8-5aa4-4acb-a675-f74baf69cd29 · outbound
Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems Dynatrust: Defending multi- agent systems against sleeper agents via dynamic trust graphs
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 3e1ddf86-1e2b-4616-bf6c-d8b033cd597f · outbound
Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems GroupGuard: Collusive Attack Defense for Multi-Agent Systems
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation c146dfb1-da02-4d56-8967-e7bf3efe08ab · outbound
Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems Revoke: Mitigating ran- somware attacks against ethereum validators
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation b9c2810f-8471-424f-bc8c-cde04445d165 · outbound
Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems A blockchain integration to support transactions of assets in multi-agent systems
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation d1a4e67e-0b2b-474e-93a2-317387814cdd · outbound
Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems Elliptic curve cryptography engineer- ing
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 8f5da97a-8764-4a4e-8c62-dc859bc396d9 · outbound
Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems Measuring Massive Multitask Language Understanding
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation aa4b929d-dde9-42cf-be13-e72eb86f4646 · outbound
Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems Training Verifiers to Solve Math Word Problems
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation dee5e97c-5dde-433e-b6fd-65188b8c2612 · outbound
Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems Evaluating Large Language Models Trained on Code
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation c7705bec-3826-4a63-8dc3-8f67f94c60c3 · outbound
Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems Are nlp models really able to solve simple math word problems?
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation cf967cc5-c82b-4272-8813-f631e1ac7063 · outbound
Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems LegalBench: A Collaboratively Built Benchmark for Measuring Legal Reasoning in Large Language Models
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 93411fab-1149-4f29-a1ca-abb7f191d663 · outbound
Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems Commonsenseqa: A question an- swering challenge targeting commonsense knowledge
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation c59ee95c-cd3a-4130-8956-39e3a1e187fd · outbound
Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems MedMCQA: A large- scale multi-subject multi-choice dataset for medical domain question answering
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation d6327285-c0aa-4027-b394-bff114466688 · outbound
Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems TruthfulQA: Measuring how models mimic human false- hoods
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
No inbound Pith citation observations are available.