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Paper Citation Record · LEDGER

COALESCE: Economic and Security Dynamics of Skill-Based Task Outsourcing Among Team of Autonomous LLM Agents

As of 17 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 2 inbound Pith citation observations for arXiv:2506.01900.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2506.01900 v1

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:38:15.526862Z

measured 46 of 46 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T00:55:47.197252Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T00:34:20.419836Z

Reference resolution

44 of 44 outbound references displayed

  • verified exact1
  • verified fuzzy31
  • unresolved12
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 84461280-0a41-4ca0-9697-c7c28a37d5be · outbound

This paper cites The Rise and Potential of Large Language Model Based Agents: A Survey.

COALESCE: Economic and Security Dynamics of Skill-Based Task Outsourcing Among Team of Autonomous LLM Agents The Rise and Potential of Large Language Model Based Agents: A Survey

Reference 1

Resolution
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no resolver link, observed 2026-08-07T11:38:15.355909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:38:15.355909Z digest=sha256:c3b6eed573de931cfd07e56fee03f40c42f4627433e17ea22322056605d60996

Observation ace11c51-af25-4e0b-8d63-29d49e62df7f · outbound

This paper cites Why Do Multi-Agent LLM Systems Fail?.

COALESCE: Economic and Security Dynamics of Skill-Based Task Outsourcing Among Team of Autonomous LLM Agents Why Do Multi-Agent LLM Systems Fail?

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-07T11:38:15.360504Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:38:15.360504Z digest=sha256:3e9f3434449c32fc0e4a283868c94ecb0629f5d1e668ee7323fb74e1fd3a876d

Observation a505482b-1f36-48a4-bb1b-c464b4bb076a · outbound

This paper cites LLM inference optimization,.

COALESCE: Economic and Security Dynamics of Skill-Based Task Outsourcing Among Team of Autonomous LLM Agents LLM inference optimization,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:38:16.366158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:38:15.365107Z digest=sha256:f0f6466d0b82ee5319417b2b5fe4d2d5ee0292ec62f34ca766f04a2b4ffb7dbf

Observation 95cb167f-d553-452e-ad24-c2fce1162833 · outbound

This paper cites GPU Memory Requirements For LLMs: Calculating VRAM,.

COALESCE: Economic and Security Dynamics of Skill-Based Task Outsourcing Among Team of Autonomous LLM Agents GPU Memory Requirements For LLMs: Calculating VRAM,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:38:16.350066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:38:15.369272Z digest=sha256:2c4937ea2b490e38f7cdd2502c40229a785a274e989d581bdc9e79c021df9d9a

Observation 693a9d1a-bd8f-4d34-a1b3-59cad723c859 · outbound

This paper cites Retrieval-augmented generation for knowledge-intensive NLP tasks,.

COALESCE: Economic and Security Dynamics of Skill-Based Task Outsourcing Among Team of Autonomous LLM Agents Retrieval-augmented generation for knowledge-intensive NLP tasks,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:38:16.334834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:38:15.373242Z digest=sha256:00a690e976738ebf3aa165508f3c60fa0f3a71020499c9ab3bceed32bca11ff2

Observation b938294c-dcfa-498b-80ac-9e622abd264f · outbound

This paper cites Mastering LLM Techniques: Inference Optimization,.

COALESCE: Economic and Security Dynamics of Skill-Based Task Outsourcing Among Team of Autonomous LLM Agents Mastering LLM Techniques: Inference Optimization,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:38:16.318990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:38:15.377063Z digest=sha256:d5b5211924ec5f50fc80b54f35b85dae5b05b002afcba6bc4a73884b96262095

Observation 009a4f3f-44e5-4430-add9-ef2dbc3ee99e · outbound

This paper cites Distributed systems meet economics: Pricing in the cloud,.

COALESCE: Economic and Security Dynamics of Skill-Based Task Outsourcing Among Team of Autonomous LLM Agents Distributed systems meet economics: Pricing in the cloud,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:38:16.302653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:38:15.380948Z digest=sha256:666e7b5104d57f9825717e9d900e9328c5b7b98d1c7ba506e838b17801ebe32b

Observation eab3c6a3-8e92-4ad1-a32a-98ed4f39f8e3 · outbound

This paper cites Navigating the High Cost of AI Compute,.

COALESCE: Economic and Security Dynamics of Skill-Based Task Outsourcing Among Team of Autonomous LLM Agents Navigating the High Cost of AI Compute,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:38:16.286909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:38:15.385406Z digest=sha256:2f9da9cf784df8a97d2b1efa4caf614d60e099ad0c1e7e6947c901f3c4093bdd

Observation ce8bf722-2391-4d7d-8990-f6beaf3ab0bf · outbound

This paper cites The Cost of Computing,.

COALESCE: Economic and Security Dynamics of Skill-Based Task Outsourcing Among Team of Autonomous LLM Agents The Cost of Computing,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:38:16.271361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:38:15.389217Z digest=sha256:831386a9636da833e973e78b4f59959be203897013ec8536142ee20435610ca7

Observation c4293775-45b2-48c7-b5ee-8046bd69f3df · outbound

This paper cites A2A: A new era of agent interoperability,.

COALESCE: Economic and Security Dynamics of Skill-Based Task Outsourcing Among Team of Autonomous LLM Agents A2A: A new era of agent interoperability,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:38:16.256112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:38:15.393188Z digest=sha256:676928963d0a0b153a67a41a9932ab629f41ab36c77f1cc786f68da5b837e629

Observation 2fc58c4c-2531-4bff-a12e-387e461f619a · outbound

This paper cites ALMA: Hierarchical learning for composite multi-agent tasks,.

COALESCE: Economic and Security Dynamics of Skill-Based Task Outsourcing Among Team of Autonomous LLM Agents ALMA: Hierarchical learning for composite multi-agent tasks,

Reference 11

Resolution
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raw_fallback, observed 2026-08-07T11:38:16.241284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:38:15.397253Z digest=sha256:f42325fec83034b2652bd5e8a99ce901b4c5d003d7991a6122815a87b2d9fca5

Observation 446493c4-df7f-4d7f-9e57-0879875d0450 · outbound

This paper cites Agentpoison: Red- teaming llm agents via poisoning memory or knowledge bases,.

COALESCE: Economic and Security Dynamics of Skill-Based Task Outsourcing Among Team of Autonomous LLM Agents Agentpoison: Red- teaming llm agents via poisoning memory or knowledge bases,

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-07T11:38:15.401325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:38:15.401325Z digest=sha256:d7c3c224bfe00d28b31ab788916830587f15585a67837acb313117434c4eb38a

Observation 55e63d47-ffc3-450f-acdd-714ab089a143 · outbound

This paper cites Multi-Agent Systems: A Survey,.

COALESCE: Economic and Security Dynamics of Skill-Based Task Outsourcing Among Team of Autonomous LLM Agents Multi-Agent Systems: A Survey,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:38:16.216381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:38:15.405359Z digest=sha256:592af8369fa02ffb57b1be7a1f56f0849c1da41940db575cf799db42b8cfcee6

Observation 0baf33ad-2512-4b8b-9c54-754134133cfb · outbound

This paper cites Multi-agent deep reinforcement learning: a survey,.

COALESCE: Economic and Security Dynamics of Skill-Based Task Outsourcing Among Team of Autonomous LLM Agents Multi-agent deep reinforcement learning: a survey,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:38:16.202728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:38:15.409194Z digest=sha256:6af7c448a5ffdbe81c4a0919cde69c31e442235a1a59978070c1e33ca079ce1a

Observation 7392d305-5c25-4966-baa8-960736fdf6e0 · outbound

This paper cites A formal analysis and taxonomy of task allocation in multi-robot systems,.

COALESCE: Economic and Security Dynamics of Skill-Based Task Outsourcing Among Team of Autonomous LLM Agents A formal analysis and taxonomy of task allocation in multi-robot systems,

Reference 15

Resolution
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raw_fallback, observed 2026-08-07T11:38:16.188800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:38:15.412932Z digest=sha256:0abf7ccb805ddb4da3916bc898e712833c801d198eb9e9c7d84abbdc0124ee31

Observation bce0206c-7b0b-4240-adcf-80c7ca618a64 · outbound

This paper cites The contract net protocol: High-level communication and control in a distributed problem solver,.

COALESCE: Economic and Security Dynamics of Skill-Based Task Outsourcing Among Team of Autonomous LLM Agents The contract net protocol: High-level communication and control in a distributed problem solver,

Reference 16

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:38:15.416728Z digest=sha256:fd47ab3752ac68c8bfcf81c3803c29743aa512e71e2409e2a2a9566ce65d9b85

Observation 776b92eb-0544-43d4-8b06-0d1ad5a781b3 · outbound

This paper cites Various Standards.

COALESCE: Economic and Security Dynamics of Skill-Based Task Outsourcing Among Team of Autonomous LLM Agents Various Standards

Reference 17

Resolution
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raw_fallback, observed 2026-08-07T11:38:16.159198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:38:15.420485Z digest=sha256:b1d02cb381dd9b6518722acaeafcb351666e97ca44082fd6da96fa8ed709a785

Observation ddd5072a-3784-48a3-b24c-22c9af43bc7e · outbound

This paper cites An implementation of the contract net protocol based on marginal cost calculations,.

COALESCE: Economic and Security Dynamics of Skill-Based Task Outsourcing Among Team of Autonomous LLM Agents An implementation of the contract net protocol based on marginal cost calculations,

Reference 18

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:38:15.424724Z digest=sha256:73172882771f21e7ea0127d95ba74a1d947c53856a0127817c4204630eaea8d0

Observation 658d0d5f-66fe-4e43-8109-5f2e76ba15df · outbound

This paper cites A Two-Stage Distributed Task Assignment Algorithm Based on Contract Net Protocol for Multi-UA V Cooperative Reconnaissance Task Reassignment in Dynamic Environ- ments,.

COALESCE: Economic and Security Dynamics of Skill-Based Task Outsourcing Among Team of Autonomous LLM Agents A Two-Stage Distributed Task Assignment Algorithm Based on Contract Net Protocol for Multi-UA V Cooperative Reconnaissance Task Reassignment in Dynamic Environ- ments,

Reference 19

Resolution
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raw_fallback, observed 2026-08-07T11:38:16.129155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:38:15.428841Z digest=sha256:1b5bd8ef526db1b0ad9f8870092b979f51710049ba084c340736d3dd590ea09b

Observation c4ea32a8-389a-4802-96f3-4826e459a6dd · outbound

This paper cites Double auctions in markets for multiple indivisible goods with budget constraints,.

COALESCE: Economic and Security Dynamics of Skill-Based Task Outsourcing Among Team of Autonomous LLM Agents Double auctions in markets for multiple indivisible goods with budget constraints,

Reference 20

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raw_fallback, observed 2026-08-07T11:38:16.113288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:38:15.432967Z digest=sha256:e619774ac58d7918a57c601deb83e99f88ad4d7d603611fe1717dfe6abfd234d

Observation fa1c5c55-8409-412d-8507-be494bd1e780 · outbound

This paper cites Learning in Double Auctions with Two-Sided Private Information,.

COALESCE: Economic and Security Dynamics of Skill-Based Task Outsourcing Among Team of Autonomous LLM Agents Learning in Double Auctions with Two-Sided Private Information,

Reference 21

Resolution
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raw_fallback, observed 2026-08-07T11:38:16.098736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:38:15.437160Z digest=sha256:43eeffcb497a091f35e48f4b295eaea843e1bbd4f7bb1b021207034212fe7178

Observation 3b804086-9c1b-4d18-86b5-adcf99cd183f · outbound

This paper cites Computing VCG payments in combina- torial auctions: An overview,.

COALESCE: Economic and Security Dynamics of Skill-Based Task Outsourcing Among Team of Autonomous LLM Agents Computing VCG payments in combina- torial auctions: An overview,

Reference 22

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raw_fallback, observed 2026-08-07T11:38:16.083349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:38:15.440580Z digest=sha256:b9cb4585487599227302d9fb8012eff0a3428cb9a06bff47033170c738954ce1

Observation 388c2886-c335-4ab1-9d40-5d83fdc81db1 · outbound

This paper cites Types of Auctions and Their Properties,.

COALESCE: Economic and Security Dynamics of Skill-Based Task Outsourcing Among Team of Autonomous LLM Agents Types of Auctions and Their Properties,

Reference 23

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raw_fallback, observed 2026-08-07T11:38:16.068718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:38:15.444537Z digest=sha256:f35d16883b493a427ab90c87c5bac9a5ae9357a7201d5f9ec179243e08e5ae2d

Observation 57c0ea24-79e6-4d78-a8e8-0a33ad214568 · outbound

This paper cites Efficient mechanisms for bilateral trading,.

COALESCE: Economic and Security Dynamics of Skill-Based Task Outsourcing Among Team of Autonomous LLM Agents Efficient mechanisms for bilateral trading,

Reference 24

Resolution
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raw_fallback, observed 2026-08-07T11:38:16.040743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:38:15.452163Z digest=sha256:ee87c70c8d36826732365aa5b600e55c30b60ecd3ff7ff69364a5e3a24cb8292

Observation 8a07a39d-047a-407b-b1d7-4f8015faa69a · outbound

This paper cites Enterprise-Grade Security for the Model Context Protocol (MCP): Frameworks and Mitigation Strategies.

COALESCE: Economic and Security Dynamics of Skill-Based Task Outsourcing Among Team of Autonomous LLM Agents Enterprise-Grade Security for the Model Context Protocol (MCP): Frameworks and Mitigation Strategies

Reference 25

Resolution
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no resolver link, observed 2026-08-07T11:38:15.455883Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:38:15.455883Z digest=sha256:b3f3a08af60978b066c8ea3a7c900f04f6e20f27a6ea9f21c2514eb9d2efbe28

Observation 2b76454a-9617-481b-a331-8a8c7d9726d6 · outbound

This paper cites A Tutorial on Linear Function Approximators for Dynamic Programming and Reinforcement Learning,.

COALESCE: Economic and Security Dynamics of Skill-Based Task Outsourcing Among Team of Autonomous LLM Agents A Tutorial on Linear Function Approximators for Dynamic Programming and Reinforcement Learning,

Reference 26

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raw_fallback, observed 2026-08-07T11:38:16.027477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:38:15.459825Z digest=sha256:2e3a72afc28478a0ace3b9e7144a980b9eead392105a3a51818bb692d42ed3fe

Observation 7cb137bc-60a1-4b12-a196-e754875f2267 · outbound

This paper cites Multi-agentic system threat modelling guide OW ASP GenAI security project,.

COALESCE: Economic and Security Dynamics of Skill-Based Task Outsourcing Among Team of Autonomous LLM Agents Multi-agentic system threat modelling guide OW ASP GenAI security project,

Reference 27

Resolution
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no resolver link, observed 2026-08-07T11:38:15.463760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:38:15.463760Z digest=sha256:21b93faec05dd7d8ad92a062d62966a7962cc889a2177875833f615f8b6f9240

Observation c89da578-2f13-4b23-88a2-049665be9311 · outbound

This paper cites Ontologies for Multi-Agent Systems Specification,.

COALESCE: Economic and Security Dynamics of Skill-Based Task Outsourcing Among Team of Autonomous LLM Agents Ontologies for Multi-Agent Systems Specification,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:38:16.013609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:38:15.467484Z digest=sha256:1194dbd0f1b8d16de74c00a7229f21cdc9c20db3e49e500053c8829a8e795064

Observation 6b14a607-767d-4b51-b6c4-f336197a6148 · outbound

This paper cites Rule-based systems,.

COALESCE: Economic and Security Dynamics of Skill-Based Task Outsourcing Among Team of Autonomous LLM Agents Rule-based systems,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:38:15.999485Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:38:15.471259Z digest=sha256:2ca27860625d117a13733f982348dc50ade9a9366e86bf12fd89fe1fa850de08

Observation 5c11491f-b6ed-4eeb-b418-4687662ce9f1 · outbound

This paper cites Hierarchical Multi-Agent Skill Discovery,.

COALESCE: Economic and Security Dynamics of Skill-Based Task Outsourcing Among Team of Autonomous LLM Agents Hierarchical Multi-Agent Skill Discovery,

Reference 30

Resolution
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raw_fallback, observed 2026-08-07T11:38:15.986513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:38:15.474832Z digest=sha256:fc598efa8acf129ed84ce8e62058a0d1e5153008dde80f08e6c4e3bded083ba4

Observation 9268c7a9-8e37-461b-bb17-e39fceed66dc · outbound

This paper cites Transaction costs of cloud computing: A 360-degree industry analysis,.

COALESCE: Economic and Security Dynamics of Skill-Based Task Outsourcing Among Team of Autonomous LLM Agents Transaction costs of cloud computing: A 360-degree industry analysis,

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:38:15.973115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:38:15.478552Z digest=sha256:f983d23e6c7c641e262a96447b489fa1acb98555e6b2f9fe2cef3706346ed03a

Observation 4ecc5b1f-1988-496b-b974-abea844da305 · outbound

This paper cites Economic models for resource management and scheduling in Grid computing,.

COALESCE: Economic and Security Dynamics of Skill-Based Task Outsourcing Among Team of Autonomous LLM Agents Economic models for resource management and scheduling in Grid computing,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:38:15.958432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:38:15.486744Z digest=sha256:9618001c1a7ee9b5bf7fbad053a0f54529b0436f2e994d668176bbb92ca0c6ae

Observation 3e993708-20e2-4f19-a3c1-c2ea5343d89e · outbound

This paper cites Agent-Based Computational Economics (ACE): Overview,.

COALESCE: Economic and Security Dynamics of Skill-Based Task Outsourcing Among Team of Autonomous LLM Agents Agent-Based Computational Economics (ACE): Overview,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:38:15.944366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:38:15.490453Z digest=sha256:9a39fb949ebb3a16f3f5ab0fc9081fdc1c1bbe8ff7be22179094dfed543c480a

Observation 57f8ea7c-4c93-49d1-9f74-e4b652c9e463 · outbound

This paper cites Cloud Computing: Competition Issues,.

COALESCE: Economic and Security Dynamics of Skill-Based Task Outsourcing Among Team of Autonomous LLM Agents Cloud Computing: Competition Issues,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:38:15.931167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:38:15.494523Z digest=sha256:026262cbd18f0e0ecb178d1a7429c2a2b04d8ff3abfd229006322e1f112e60d9

Observation bd441a7a-8dcc-4bd3-b2c4-014061fed0cc · outbound

This paper cites Understanding the planning of LLM agents: A survey.

COALESCE: Economic and Security Dynamics of Skill-Based Task Outsourcing Among Team of Autonomous LLM Agents Understanding the planning of LLM agents: A survey

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-07T11:38:15.498489Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:38:15.498489Z digest=sha256:339c29348fca3fe9a546482d3191cfaf248523f9fdbcb2ec36215dc8ca4a9df9

Observation 62240263-6db0-49de-a23f-6bf07435ead1 · outbound

This paper cites TwoStep: Multi-agent Task Planning using Classical Planners and Large Language Models.

COALESCE: Economic and Security Dynamics of Skill-Based Task Outsourcing Among Team of Autonomous LLM Agents TwoStep: Multi-agent Task Planning using Classical Planners and Large Language Models

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-07T11:38:15.502587Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:38:15.502587Z digest=sha256:17fc2489c7f0bc9bfec7281356e085d617383a9d998033cbb6d9891271887022

Observation 1263b38c-1d68-4a86-ae87-cd8b87099c85 · outbound

This paper cites TDAG: A Multi-Agent Framework based on Dynamic Task Decomposition and Agent Generation.

COALESCE: Economic and Security Dynamics of Skill-Based Task Outsourcing Among Team of Autonomous LLM Agents TDAG: A Multi-Agent Framework based on Dynamic Task Decomposition and Agent Generation

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-07T11:38:15.506602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:38:15.506602Z digest=sha256:775a5dd143672b53e7b1c7e47b6b33741ce85c082c9f4d3b9c99c2528a3528ec

Observation a79ec1c1-2611-4a13-849e-3c11989e1d32 · outbound

This paper cites Agent Name Service (ANS): A Universal Directory for Secure AI Agent Discovery and Interoperability.

COALESCE: Economic and Security Dynamics of Skill-Based Task Outsourcing Among Team of Autonomous LLM Agents Agent Name Service (ANS): A Universal Directory for Secure AI Agent Discovery and Interoperability

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-07T11:38:15.510744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:38:15.510744Z digest=sha256:cc9365262bcca1cfb3f270d768cc401c2181f597f8b30e90addddc01bb53ea47

Observation edc56638-c142-43a6-9cfd-74edf38835ae · outbound

This paper cites Building A Secure Agentic AI Application Leveraging A2A Protocol.

COALESCE: Economic and Security Dynamics of Skill-Based Task Outsourcing Among Team of Autonomous LLM Agents Building A Secure Agentic AI Application Leveraging A2A Protocol

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-07T11:38:15.514640Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:38:15.514640Z digest=sha256:36d8096f443241b35481df06035af62c95b9f338b12acfac830854ed3e1d8419

Observation f3435362-20a0-4c73-b76d-1b2c538fd480 · outbound

This paper cites Securing GenAI Multi-Agent Systems Against Tool Squatting: A Zero Trust Registry-Based Approach.

COALESCE: Economic and Security Dynamics of Skill-Based Task Outsourcing Among Team of Autonomous LLM Agents Securing GenAI Multi-Agent Systems Against Tool Squatting: A Zero Trust Registry-Based Approach

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-07T11:38:15.518747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:38:15.518747Z digest=sha256:645174f19905caa125b78bada05e27e174f9d377d4e779d4bc23b66ab7eeb461

Observation f2c07da0-e122-4868-8339-decae0209e05 · outbound

This paper cites Privacy Notice,.

COALESCE: Economic and Security Dynamics of Skill-Based Task Outsourcing Among Team of Autonomous LLM Agents Privacy Notice,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:38:15.917457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:38:15.522849Z digest=sha256:75d9529148bcda41b1cf6eb213c62635b63fb67d8c86d815ede530fc4a68e769

Observation 21ed29a7-70b5-428e-957b-a13e9be48938 · outbound

This paper cites an unresolved cited work.

COALESCE: Economic and Security Dynamics of Skill-Based Task Outsourcing Among Team of Autonomous LLM Agents Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:38:15.904236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:38:15.526862Z digest=sha256:a3fef1acf415868d1498f4633fee2280dea3fd959632630f0ba3f3cfc69e0376

Observation 9fa54c0a-19c3-4969-8813-ba980c3f536c · outbound

This paper cites Available: https://d-nb.info/1208575686/34.

COALESCE: Economic and Security Dynamics of Skill-Based Task Outsourcing Among Team of Autonomous LLM Agents Available: https://d-nb.info/1208575686/34

Reference 2020

Resolution
verified exact
raw_fallback, observed 2026-08-07T11:38:15.765937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:38:15.482438Z digest=sha256:755d051b64473f8e1f47be5b56c5333c6df58be2ce5380b72e8c6d66254bea8d

Observation d9fb4ac5-b57c-42e3-8c58-7259ca36d13b · outbound

This paper cites Available: https://library.fiveable.me/game-theory/ unit-10/types-auctions-properties/study-guide/yuYCGjcRzDPLXG79.

COALESCE: Economic and Security Dynamics of Skill-Based Task Outsourcing Among Team of Autonomous LLM Agents Available: https://library.fiveable.me/game-theory/ unit-10/types-auctions-properties/study-guide/yuYCGjcRzDPLXG79

Reference 2024

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:38:16.054922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T11:38:15.448385Z digest=sha256:f5ed544d4a4734dff624f3e0be9e9675892f1798f2755209e073b1afd91e5bdb

Pith citing papers

Observation c84f8665-c85a-48a3-9243-2128b92da35e · inbound

Agent Capability Negotiation and Binding Protocol (ACNBP) cites this paper.

Agent Capability Negotiation and Binding Protocol (ACNBP) COALESCE: Economic and Security Dynamics of Skill-Based Task Outsourcing Among Team of Autonomous LLM Agents

Reference 2025

Resolution
metadata mismatch
local_arxiv, observed 2026-08-07T00:34:20.610126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T00:34:16.454747Z digest=sha256:059bc0c073000e77f8c248e1f7afea0612a63faeaccc89da3499ce3c93c32345

Observation 5f1d8e7d-2c69-4d94-a5ac-2541af997e19 · inbound

Error-Aware Reverse Auction Mechanism for Large Language Model Routing cites this paper.

Error-Aware Reverse Auction Mechanism for Large Language Model Routing COALESCE: Economic and Security Dynamics of Skill-Based Task Outsourcing Among Team of Autonomous LLM Agents

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-16T00:55:47.197252Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:55:47.197252Z digest=sha256:94b805f6d1940f3f1fd46bda08449ceb1ab4105596defaad20d6a4127f88667b