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Paper Citation Record · LEDGER

Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems

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.

pith.paper-citation-record.v1
2604.23511 v1

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-08T06:13:17.633146Z

measured 45 of 45 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

45 of 45 outbound references displayed

  • verified exact11
  • verified fuzzy30
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch4

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b1026f21-ac34-4103-8721-2b217252483e · outbound

This paper cites Multi-Agent Risks from Advanced AI.

Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems Multi-Agent Risks from Advanced AI

Reference 1

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metadata mismatch
arxiv_id, observed 2026-05-11T21:16:15.387500Z

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.

source=pdf_text observed=2026-05-08T06:13:17.633146Z digest=sha256:65ffb8d30c2cf5995eb60724f13596c78fdc6824e2fff64552b10f648bf88e31

Observation dc4c85c4-4e99-4ea9-89f9-32c192993722 · outbound

This paper cites Emergence in multi-agent systems: A safety perspective.

Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems Emergence in multi-agent systems: A safety perspective

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:08:14.667790Z

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.

source=pdf_text observed=2026-05-08T06:13:17.633146Z digest=sha256:cbcb7ac2cfbdf77f950243859784916f1e57e62f07f6569b5a3cbd51690bf6f5

Observation ec6a269c-b46e-4f2b-917e-2ac8d1f88996 · outbound

This paper cites A survey on llm-based multi-agent systems: workflow, infrastructure, and challenges.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:08:14.649022Z

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.

source=pdf_text observed=2026-05-08T06:13:17.633146Z digest=sha256:2cb77867e797fbe0a8551b39920b41549003aeb14826ac970eb5fa026e276fc9

Observation 7324a962-ab5e-4d03-80cd-15071b2b58da · outbound

This paper cites See and think: Embodied agent in virtual environment.

Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems See and think: Embodied agent in virtual environment

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:08:14.679519Z

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.

source=pdf_text observed=2026-05-08T06:13:17.633146Z digest=sha256:aae6c6c3e639c2d24c9cda4d67ec5f40494c89db48a2b82362dcbe22ae81f9ef

Observation b85c28d3-f14e-4608-8503-0add0646e6bb · outbound

This paper cites Retrieval-augmented embodied agents.

Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems Retrieval-augmented embodied agents

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:08:14.632804Z

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.

source=pdf_text observed=2026-05-08T06:13:17.633146Z digest=sha256:aea9c3d6bc2b0780273f6cc215fbf7b143e0f0f17ec086001350588dc9f9f559

Observation f83d05e5-5694-4e22-8abf-5854c1cf3237 · outbound

This paper cites EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents.

Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents

Reference 6

Resolution
verified exact
arxiv_id, observed 2026-05-11T21:16:16.795898Z

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.

source=pdf_text observed=2026-05-08T06:13:17.633146Z digest=sha256:0681c8fbfc71802dcd2e7a05b9e5cf564339bb5cadb4d6427c36172310754e70

Observation 38370db2-e9ff-4e7f-8123-d29fce3555f7 · outbound

This paper cites Algorithmic Collusion by Large Language Models.

Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems Algorithmic Collusion by Large Language Models

Reference 7

Resolution
verified exact
arxiv_id, observed 2026-05-11T21:16:15.623377Z

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.

source=pdf_text observed=2026-05-08T06:13:17.633146Z digest=sha256:5765e991470ea77963b4eb51f0c0a65d1724fa61f44a39793f36e015f96d92be

Observation e2612d72-9927-4307-ad81-c2e7c093e57f · outbound

This paper cites Sumeet Ramesh Motwani, Mikhail Baranchuk, Martin Strohmeier, Vijay Bolina, Philip H.S.

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

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T21:16:16.478622Z

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.

source=pdf_text observed=2026-05-08T06:13:17.633146Z digest=sha256:8d329c523bcdf2b42a0fe29ada7357902be40cd12f632ad07d9d6536f6a9731b

Observation 5b1aae7c-385b-4eab-9636-b638129febb5 · outbound

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

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

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:08:14.663392Z

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.

source=pdf_text observed=2026-05-08T06:13:17.633146Z digest=sha256:b8a9fe6743b66ee80f59b1ef51837cd59ce9a55e74158905b73bdd5d072e0a84

Observation 7d68b422-46a2-40a7-98da-fcc33fd012ef · outbound

This paper cites PPCA: Privacy- preserving collision avoidance for autonomous unmanned aerial vehi- cles.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:08:14.683268Z

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.

source=pdf_text observed=2026-05-08T06:13:17.633146Z digest=sha256:9dbcbb0cf660b407e67b29753f343565d759f4bac1163a5802688dd19410d050

Observation 02fab3f5-85c1-4d06-94bc-0deda927fdcc · outbound

This paper cites Ai agents under threat: A survey of key security challenges and future pathways.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:08:14.670975Z

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.

source=pdf_text observed=2026-05-08T06:13:17.633146Z digest=sha256:da62eeb02cb24e796d735d1b5d4d7a3ea519d1aef4a0fccf9f78f10ee8fa8d3f

Observation 4af70b9c-cb16-4469-91d3-c0047f215a61 · outbound

This paper cites Internet of agents: Fundamentals, applications, and challenges.

Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems Internet of agents: Fundamentals, applications, and challenges

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-05-11T21:16:16.865959Z

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.

source=pdf_text observed=2026-05-08T06:13:17.633146Z digest=sha256:fb2e89723235098a4554fa21ec336b282f705aa783e6f3832381f84b54ca8743

Observation 183fd1cd-5343-42fb-b525-9516e808a9c6 · outbound

This paper cites MISP: An efficient quantum-resistant misbehavior preventing scheme with self-enforcement for vehicle-to- everything.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:08:14.651791Z

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.

source=pdf_text observed=2026-05-08T06:13:17.633146Z digest=sha256:becac88086ca584a417a1b8ba004e8d7c706ef9ad3d49f7cf4510859e6b10ecb

Observation c0d655ab-bbb4-4632-8790-31eabc3595c6 · outbound

This paper cites Defining and mitigating collusion in multi-agent systems.

Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems Defining and mitigating collusion in multi-agent systems

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:08:14.656462Z

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.

source=pdf_text observed=2026-05-08T06:13:17.633146Z digest=sha256:590725d4fdbc1f030d622ea769099bd1d6616896b4a56ef05e79b33b93f7c8a0

Observation 4432c19b-a607-46cd-ad04-c811eacacd90 · outbound

This paper cites Artificial intelligence: Can seemingly collu- sive outcomes be avoided?.

Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems Artificial intelligence: Can seemingly collu- sive outcomes be avoided?

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:08:14.686026Z

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.

source=pdf_text observed=2026-05-08T06:13:17.633146Z digest=sha256:c9d231e17f46f4b0ccaa4a9858d7e370c30787bf017c4469175bc74d98e5343c

Observation 1673ec55-bb4e-421d-8aa3-90bdba46fbc3 · outbound

This paper cites Blockchains and smart contracts for the internet of things.

Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems Blockchains and smart contracts for the internet of things

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:08:14.674007Z

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.

source=pdf_text observed=2026-05-08T06:13:17.633146Z digest=sha256:2fb365855731b8a0d75d781fde1970769f02d5c83a528385ace7cc742f68d811

Observation 2efab3f8-745c-4f79-91b3-5dabc940a7a4 · outbound

This paper cites Blockchained smart contract pyramid- driven multi-agent autonomous process control for resilient individu- alised manufacturing towards industry 5.0.

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

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raw_fallback, observed 2026-05-26T19:08:14.654700Z

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.

source=pdf_text observed=2026-05-08T06:13:17.633146Z digest=sha256:48ce993261d812c88668e06c7f67eba6c4c52301aad8b801dea9d8dd214ad93f

Observation 3e04f987-db56-4d3f-84b4-1b8b1333e986 · outbound

This paper cites How to leak a secret.

Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems How to leak a secret

Reference 18

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verified fuzzy
raw_fallback, observed 2026-05-26T19:08:14.673108Z

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.

source=pdf_text observed=2026-05-08T06:13:17.633146Z digest=sha256:dea2303621111ccd34100ad7a269dfa69c704a9955cf53fae73c4c30aea36839

Observation d6575a07-cad4-4ef3-b030-90ec2829a840 · outbound

This paper cites Artificial intelligence, algorithmic pricing, and collusion.

Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems Artificial intelligence, algorithmic pricing, and collusion

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:08:14.622500Z

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.

source=pdf_text observed=2026-05-08T06:13:17.633146Z digest=sha256:573b3c754347bb6f5ffda4bff077088dc90c76bf7e1fd342692d7d8417f7f526

Observation 09f179a6-58a5-4350-802e-6e0fba7403e2 · outbound

This paper cites Autonomous algorithmic collusion: Q-learning under sequen- tial pricing.

Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems Autonomous algorithmic collusion: Q-learning under sequen- tial pricing

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:08:14.637890Z

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.

source=pdf_text observed=2026-05-08T06:13:17.633146Z digest=sha256:9769dd66105b1fd28bb8546bfcb2dbf6ddef48ec6a19068ef8c975e36ae8d89c

Observation 60f4cfc4-7bc0-4f19-bde3-323aa3651b6a · outbound

This paper cites Competition in pricing algorithms.

Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems Competition in pricing algorithms

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:08:14.685841Z

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.

source=pdf_text observed=2026-05-08T06:13:17.633146Z digest=sha256:974242c882cfc4d8429eecc9d6e85f9aac6a900c72a2f405a648e122027cd372

Observation a9fda2f9-b73c-4253-9009-95e74cf8a2f5 · outbound

This paper cites Beyond Human Intervention: Algorithmic Collusion through Multi-Agent Learning Strategies.

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

Resolution
verified exact
arxiv_id, observed 2026-05-11T21:16:15.465998Z

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.

source=pdf_text observed=2026-05-08T06:13:17.633146Z digest=sha256:442d75c05555e1337c600b1cddc020fdd8c4f61b579e3934e89366aad71c86e0

Observation ac5a0102-73f7-4a1d-aa7e-86d05c32076a · outbound

This paper cites Adversarial competition and collusion in algorithmic markets.

Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems Adversarial competition and collusion in algorithmic markets

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:08:14.689027Z

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.

source=pdf_text observed=2026-05-08T06:13:17.633146Z digest=sha256:c630f8176dc46f5cddde3019a36aa27c0c4709e2ff1a3b8f8a7caa67bfcb2190

Observation 1a5a05fc-ef96-4365-be89-2bcb74cbf1d3 · outbound

This paper cites Colosseum: Auditing Collusion in Cooperative Multi-Agent Systems.

Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems Colosseum: Auditing Collusion in Cooperative Multi-Agent Systems

Reference 24

Resolution
metadata mismatch
arxiv_id, observed 2026-05-28T02:04:14.756178Z

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.

source=pdf_text observed=2026-05-08T06:13:17.633146Z digest=sha256:df4af442b9a9f22d76ab8f630304a0022f9199cb39f89f2f556ebf15737834e8

Observation 77a1b833-508a-4114-9b27-d5bf320d2ba5 · outbound

This paper cites Information theoretic approach to detect collusion in multi-agent games.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:08:14.695611Z

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.

source=pdf_text observed=2026-05-08T06:13:17.633146Z digest=sha256:be8d03ac3ef05246d6669b430b51825d6c966a332cf360b7654735fbfc7f6761

Observation d52ad362-4602-4ed3-a5d5-c738bceb524f · outbound

This paper cites Human-algorithm interaction: Al- gorithmic pricing in hybrid laboratory markets.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:08:14.702430Z

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.

source=pdf_text observed=2026-05-08T06:13:17.633146Z digest=sha256:9dc4e9b50c3f1499c56a10f5022a5412a5dbba5a5184bbca299adec2f6f90242

Observation 9555b65d-d8e3-4c95-8bc3-4379305a5eaf · outbound

This paper cites Algorithmic competition, with humans.

Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems Algorithmic competition, with humans

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:08:14.658135Z

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.

source=pdf_text observed=2026-05-08T06:13:17.633146Z digest=sha256:a980f057103108c7f2d4c9e2324c1661e16b0dabad1eb48458923374367f348a

Observation 72f86d00-918a-4409-9120-a8443584f29e · outbound

This paper cites Algorithmic collusion in electronic markets: The impact of tick size.

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

Resolution
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raw_fallback, observed 2026-05-26T19:08:14.689367Z

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.

source=pdf_text observed=2026-05-08T06:13:17.633146Z digest=sha256:1cd2d6a0ab70b100758ae97be1e852daf6e331084f4bd15e52c3dd5f49dbce3c

Observation 0cc4940a-010b-43ba-b486-71660a774494 · outbound

This paper cites Learning to mitigate ai collusion on economic platforms.

Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems Learning to mitigate ai collusion on economic platforms

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:08:14.640760Z

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.

source=pdf_text observed=2026-05-08T06:13:17.633146Z digest=sha256:9a6b7a0f1207070514e27d619ec335121ac4bf10cb47ce5c31342a64a360d6ca

Observation 42976097-0679-4d7e-8976-86f2cd89e8f2 · outbound

This paper cites G-safeguard: A topology-guided security lens and treatment on llm-based multi-agent systems.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:08:14.699065Z

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.

source=pdf_text observed=2026-05-08T06:13:17.633146Z digest=sha256:14b9caa1be719552ef43ef4852474970f1c70d567ac9bb108f4e20e07f67f3ac

Observation 68c30b84-8fc8-4c22-a00e-7b063560d008 · outbound

This paper cites AgentSafe: Safeguarding Large Language Model-based Multi-agent Systems via Hierarchical Data Management.

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

Resolution
verified exact
arxiv_id, observed 2026-05-11T21:16:16.835752Z

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.

source=pdf_text observed=2026-05-08T06:13:17.633146Z digest=sha256:5220af5b1c4ab91e03682e42c2cd42506ab1a1ec1769c809c16970d500743ecf

Observation 100d3733-b55c-4532-ba78-8686abb25bbe · outbound

This paper cites Sentinelnet: Safeguarding multi-agent collaboration through credit-based dynamic threat detection.

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

Resolution
verified exact
arxiv_id, observed 2026-05-11T21:16:16.627067Z

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.

source=pdf_text observed=2026-05-08T06:13:17.633146Z digest=sha256:25dfa27de69698069f2731115add4d0968e36e9a22699f3187a7e0a811e46968

Observation 3af20fe8-5aa4-4acb-a675-f74baf69cd29 · outbound

This paper cites Dynatrust: Defending multi- agent systems against sleeper agents via dynamic trust graphs.

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

Resolution
verified exact
arxiv_id, observed 2026-05-11T21:16:16.672237Z

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.

source=pdf_text observed=2026-05-08T06:13:17.633146Z digest=sha256:39c61c54c278c357335189f615539e71c40b93b3e0de0ae959d6d645d5dccc60

Observation 3e1ddf86-1e2b-4616-bf6c-d8b033cd597f · outbound

This paper cites GroupGuard: Collusive Attack Defense for Multi-Agent Systems.

Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems GroupGuard: Collusive Attack Defense for Multi-Agent Systems

Reference 34

Resolution
verified exact
arxiv_id, observed 2026-05-11T21:16:15.781396Z

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.

source=pdf_text observed=2026-05-08T06:13:17.633146Z digest=sha256:4553d927aba8850f08f3e0a804ad5cb866d60aeb94d843ebab971958f6bf849f

Observation c146dfb1-da02-4d56-8967-e7bf3efe08ab · outbound

This paper cites Revoke: Mitigating ran- somware attacks against ethereum validators.

Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems Revoke: Mitigating ran- somware attacks against ethereum validators

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:08:14.692501Z

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.

source=pdf_text observed=2026-05-08T06:13:17.633146Z digest=sha256:258d532637598eed4c89a349aaf3d6611222a86b01c88cde2e2bee2d119534c1

Observation b9c2810f-8471-424f-bc8c-cde04445d165 · outbound

This paper cites A blockchain integration to support transactions of assets in multi-agent systems.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:08:14.604832Z

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.

source=pdf_text observed=2026-05-08T06:13:17.633146Z digest=sha256:b12216345e228a30477d828449dddcec989856ff18f3e00bb5f4a7b761639d87

Observation d1a4e67e-0b2b-474e-93a2-317387814cdd · outbound

This paper cites Elliptic curve cryptography engineer- ing.

Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems Elliptic curve cryptography engineer- ing

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:08:14.682921Z

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.

source=pdf_text observed=2026-05-08T06:13:17.633146Z digest=sha256:09eaab5b6f5edf73338b9e7a9324573475eea5021359a21b1220b366b0b38a6c

Observation 8f5da97a-8764-4a4e-8c62-dc859bc396d9 · outbound

This paper cites Measuring Massive Multitask Language Understanding.

Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems Measuring Massive Multitask Language Understanding

Reference 38

Resolution
verified exact
local_arxiv, observed 2026-05-11T21:16:16.049356Z

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.

source=pdf_text observed=2026-05-08T06:13:17.633146Z digest=sha256:0bfaf860e5cc84f9f607d4c76dec2ee498130d1955a623508de66b165db5b298

Observation aa4b929d-dde9-42cf-be13-e72eb86f4646 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems Training Verifiers to Solve Math Word Problems

Reference 39

Resolution
verified exact
local_arxiv, observed 2026-05-11T21:16:15.935368Z

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.

source=pdf_text observed=2026-05-08T06:13:17.633146Z digest=sha256:ba51947f80a610665b6520efa8642294d37b4118759cfbc2468d6ac2c51cc437

Observation dee5e97c-5dde-433e-b6fd-65188b8c2612 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems Evaluating Large Language Models Trained on Code

Reference 40

Resolution
verified exact
local_arxiv, observed 2026-05-11T21:16:16.955054Z

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.

source=pdf_text observed=2026-05-08T06:13:17.633146Z digest=sha256:e4f8c1d01239ff93703ff91dfc23c75e2d1ec1aea03b9d78e7e2b9ee9f5eedd6

Observation c7705bec-3826-4a63-8dc3-8f67f94c60c3 · outbound

This paper cites Are nlp models really able to solve simple math word problems?.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:08:14.646792Z

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.

source=pdf_text observed=2026-05-08T06:13:17.633146Z digest=sha256:0493939d6bb2b0db1547a1d022d47613ca799510b333250c05f4abcdc816c532

Observation cf967cc5-c82b-4272-8813-f631e1ac7063 · outbound

This paper cites LegalBench: A Collaboratively Built Benchmark for Measuring Legal Reasoning in Large Language Models.

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

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T21:16:16.378379Z

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.

source=pdf_text observed=2026-05-08T06:13:17.633146Z digest=sha256:c1a48699861c3b11cb3ce6c72b50f50041a764ef0f4a7bb19e922ed7d825d848

Observation 93411fab-1149-4f29-a1ca-abb7f191d663 · outbound

This paper cites Commonsenseqa: A question an- swering challenge targeting commonsense knowledge.

Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems Commonsenseqa: A question an- swering challenge targeting commonsense knowledge

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:08:14.649572Z

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.

source=pdf_text observed=2026-05-08T06:13:17.633146Z digest=sha256:f4961dcd81f174c3abf5af6fe70bf0b368d2d060bf273b27713647504782200b

Observation c59ee95c-cd3a-4130-8956-39e3a1e187fd · outbound

This paper cites MedMCQA: A large- scale multi-subject multi-choice dataset for medical domain question answering.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:08:14.667234Z

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.

source=pdf_text observed=2026-05-08T06:13:17.633146Z digest=sha256:a05dabe5b56d662bf75f13a3e25d0799672cc0e9b79f49f0220b6d74ffa934bc

Observation d6327285-c0aa-4027-b394-bff114466688 · outbound

This paper cites TruthfulQA: Measuring how models mimic human false- hoods.

Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems TruthfulQA: Measuring how models mimic human false- hoods

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:08:14.670277Z

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.

source=pdf_text observed=2026-05-08T06:13:17.633146Z digest=sha256:8cb1b87eeba33c21d82929ddfe57f8ccb12611adac9e9a4ccc045fb01b90d394

Pith citing papers

No inbound Pith citation observations are available.