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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 9 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 1 inbound Pith citation observation 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 45 of 45 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:34:16.454747Z

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
unresolved
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=sha256:2b6bf15d17a013bbd7246ca4bb239357edbda246deee1a594be8fed3c4f56fbf

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:f4b77f28d534269959cb05b55b64dedd59c38aef4e0590252f9bfeb8d497fa5a

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:38:15.365107Z digest=sha256:3333b7330c98a475aae77d93cd906083e1b5e34b773f50804f674e226b0445c5

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:38:15.369272Z digest=sha256:3c706b2979367dbff43122e9f4b343f2272c55bca8ed4bf65dab5796383f70c4

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:38:15.373242Z digest=sha256:82d65e80328db18fb14db704df69b32996ffd091a7536ce820be5bbcbdecd108

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
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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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:38:15.377063Z digest=sha256:e5ed80941577eda0547cbb4c03b1506e5bc2e2dd757f1f95e0dcb4955475531e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:38:15.380948Z digest=sha256:132d4d864335f30faa813231b3213adc7877c88b1617fbfa060cceb8bc8d5f3f

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
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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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:38:15.385406Z digest=sha256:92d5fa425687c1bf727f7fb05fbabbc9c0784c4c1b00388d6f52db96ac15345d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:38:15.389217Z digest=sha256:fc86752f68b24c2ff60e933c00802ceb22e8381edd051b9e0b3eff361e72a023

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:38:15.393188Z digest=sha256:2ee2e22375d29f4b4c6e08026b617816fa9ac48ab2a125dbc08ee9cb7651ae38

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:38:15.397253Z digest=sha256:6b299ce0ce190e849936bf20d369a7a4e7fca918ddcf2f55902fa5cd163d9723

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:c6e72360f7d56c2b9625e16909273fc3681981a1aa04e4fb5d4463bc7594fc4a

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:38:15.405359Z digest=sha256:6bae24163d095f96534c8839640443b9b7407282d818ba0e043309252ecada10

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:38:15.409194Z digest=sha256:42f551f147436d8260a3b6327545de6d0245853b4ff224fde9f23efd5971d7af

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:38:15.412932Z digest=sha256:acb5cff4c8d865b763f8f031f4a5659dff860b8322718ba0557dabd369e51897

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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raw_fallback, observed 2026-08-07T11:38:16.173337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:38:15.416728Z digest=sha256:4cc4ad09c28ea484f03197978d77cee6121d58e742589f9016298990e776af26

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

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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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:38:15.420485Z digest=sha256:b5cd0ba5896bbc219dd393b0c01860012a9ed3afc8092d7b466335365ce19a8f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:38:15.424724Z digest=sha256:9a82b0c22498dd5a3a44569ad2cf2dafea0b57fa721ec555256c4c00bbd0cc67

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:38:15.428841Z digest=sha256:1ae96f43db89f52ab9417d36e1e32fef60c0a9a20beb1d32f6b14c787fcb0bd7

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:38:15.432967Z digest=sha256:ed11dcc07f072d838944bed3863b7a65b7a86afacdc6aa7d9843baf3ecfa4cf4

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
verified fuzzy
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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:38:15.437160Z digest=sha256:4b65139b86453243788fa68600504f1fe5242803bd761bd0b7837c09fa22d231

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

Resolution
verified fuzzy
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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:38:15.440580Z digest=sha256:4edc50807d1f1c2674330d12a08c4cde3564ed9eaf94266e232516374b2a54d2

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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verified fuzzy
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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:38:15.444537Z digest=sha256:5e4f024e4493844414642d87c787e154677a95af0aade7a4354c4c05e6d49f7f

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
verified fuzzy
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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:38:15.452163Z digest=sha256:d88b55e979fdf833e32b9143ba8f7da823437518d23e9c3de5b18a9632c8b6d4

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
unresolved
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:f8dabaf4652261c8329d408eb3b145f5b8a6f7eb273d184a80aef7af3066c37e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:38:15.459825Z digest=sha256:ff914ab8e9e68e32ac80b549aef6ddadb907ad4de17705f3b9373aab8cf8391c

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
unresolved
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=sha256:4e725b6d0292179cae0a482822d0f6bb590bc927a1f1bb22dd91831d2eb5689b

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:38:15.467484Z digest=sha256:bbc2980c33226e2f0110ed7eeec5375fc9ea8e7c5275415d5dd761621f50c465

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:38:15.471259Z digest=sha256:e9a31b9d9d9c433c18e1358eb0dec5c8fa20492ceda6e518326318cbd319e927

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
verified fuzzy
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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:38:15.474832Z digest=sha256:d4fc44272d336fb7697719202577c2de21d07b056b653618dd56bd14630e70e6

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:38:15.478552Z digest=sha256:bb9e3cc19ff67bca2b99338e21add876e96b7db8414f71ce3984466e7b924d63

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:38:15.486744Z digest=sha256:16446a2fd742b6646cf4c5b658a903f438737a52b3f363e86de8db24952138ba

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:38:15.490453Z digest=sha256:ba440c9b55ddca0b9b70acbfa98b99b0887054eb30d783369dcb54064035ef7e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:38:15.494523Z digest=sha256:e5019e7c51108923c1001b849211982bc5717b760d333f2c8c7cc5d33f1ea628

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:fdbebda2dd6e8bb82fc63d1a22cb89cddc3945fe5fa35409bb1bbc5de67c5d1e

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=sha256:19cb907761c196d963d36bcbe69734c26ffe1c8abf5842ab9d9a29d65b5a860e

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=sha256:272fd8c14adc0e87c00e8919b0c8fbedadda193380ba55ceefb6686e0b716fd3

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:eeb8191e5670b0d8f62ca8611ef115c47cc5cbfc5e8b73877005f46121db682b

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=sha256:6699522aace9266e7193fa9d7c4fc43164bd9d6e176efdc0525dc6e6c1816af7

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=sha256:05a12fb25be11eecea9cea0f9c9a2c649fd28e98fb89a98355216d783d59f2d7

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:38:15.522849Z digest=sha256:c00a6b14dbabd31793cd0ee927d1e8d91901aada0d1eacb3623f64563c65c888

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:38:15.526862Z digest=sha256:b462b40ef0d64bfcfce33b817e6e8c4c3e165155464be2e502857904baa520b5

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:38:15.482438Z digest=sha256:c8c9553bf0d2c2191f23c6aa327fbc85b0566fa723947d71d223e55f681f2660

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:38:15.448385Z digest=sha256:937f9206ec64e80a14327dd67acbdc0fee3bef50f9c9cac8b53cc6a41aa04ca9

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T00:34:16.454747Z digest=sha256:ffabf1bccda3189a2e57b3cf9b039750b3b87e5634a230bfd501f722bee14b81