Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T11:38:15.526862Z
Paper Citation Record · LEDGER
As of 7 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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T11:38:15.526862Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T00:34:16.454747Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-07T00:34:20.419836Z
44 of 44 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 84461280-0a41-4ca0-9697-c7c28a37d5be · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ace11c51-af25-4e0b-8d63-29d49e62df7f · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a505482b-1f36-48a4-bb1b-c464b4bb076a · outbound
COALESCE: Economic and Security Dynamics of Skill-Based Task Outsourcing Among Team of Autonomous LLM Agents LLM inference optimization,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 95cb167f-d553-452e-ad24-c2fce1162833 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 693a9d1a-bd8f-4d34-a1b3-59cad723c859 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b938294c-dcfa-498b-80ac-9e622abd264f · outbound
COALESCE: Economic and Security Dynamics of Skill-Based Task Outsourcing Among Team of Autonomous LLM Agents Mastering LLM Techniques: Inference Optimization,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 009a4f3f-44e5-4430-add9-ef2dbc3ee99e · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation eab3c6a3-8e92-4ad1-a32a-98ed4f39f8e3 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ce8bf722-2391-4d7d-8990-f6beaf3ab0bf · outbound
COALESCE: Economic and Security Dynamics of Skill-Based Task Outsourcing Among Team of Autonomous LLM Agents The Cost of Computing,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c4293775-45b2-48c7-b5ee-8046bd69f3df · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2fc58c4c-2531-4bff-a12e-387e461f619a · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 446493c4-df7f-4d7f-9e57-0879875d0450 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 55e63d47-ffc3-450f-acdd-714ab089a143 · outbound
COALESCE: Economic and Security Dynamics of Skill-Based Task Outsourcing Among Team of Autonomous LLM Agents Multi-Agent Systems: A Survey,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0baf33ad-2512-4b8b-9c54-754134133cfb · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7392d305-5c25-4966-baa8-960736fdf6e0 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation bce0206c-7b0b-4240-adcf-80c7ca618a64 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 776b92eb-0544-43d4-8b06-0d1ad5a781b3 · outbound
COALESCE: Economic and Security Dynamics of Skill-Based Task Outsourcing Among Team of Autonomous LLM Agents Various Standards
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ddd5072a-3784-48a3-b24c-22c9af43bc7e · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 658d0d5f-66fe-4e43-8109-5f2e76ba15df · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c4ea32a8-389a-4802-96f3-4826e459a6dd · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation fa1c5c55-8409-412d-8507-be494bd1e780 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3b804086-9c1b-4d18-86b5-adcf99cd183f · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 388c2886-c335-4ab1-9d40-5d83fdc81db1 · outbound
COALESCE: Economic and Security Dynamics of Skill-Based Task Outsourcing Among Team of Autonomous LLM Agents Types of Auctions and Their Properties,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 57c0ea24-79e6-4d78-a8e8-0a33ad214568 · outbound
COALESCE: Economic and Security Dynamics of Skill-Based Task Outsourcing Among Team of Autonomous LLM Agents Efficient mechanisms for bilateral trading,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8a07a39d-047a-407b-b1d7-4f8015faa69a · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2b76454a-9617-481b-a331-8a8c7d9726d6 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7cb137bc-60a1-4b12-a196-e754875f2267 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c89da578-2f13-4b23-88a2-049665be9311 · outbound
COALESCE: Economic and Security Dynamics of Skill-Based Task Outsourcing Among Team of Autonomous LLM Agents Ontologies for Multi-Agent Systems Specification,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6b14a607-767d-4b51-b6c4-f336197a6148 · outbound
COALESCE: Economic and Security Dynamics of Skill-Based Task Outsourcing Among Team of Autonomous LLM Agents Rule-based systems,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5c11491f-b6ed-4eeb-b418-4687662ce9f1 · outbound
COALESCE: Economic and Security Dynamics of Skill-Based Task Outsourcing Among Team of Autonomous LLM Agents Hierarchical Multi-Agent Skill Discovery,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9268c7a9-8e37-461b-bb17-e39fceed66dc · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4ecc5b1f-1988-496b-b974-abea844da305 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3e993708-20e2-4f19-a3c1-c2ea5343d89e · outbound
COALESCE: Economic and Security Dynamics of Skill-Based Task Outsourcing Among Team of Autonomous LLM Agents Agent-Based Computational Economics (ACE): Overview,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 57f8ea7c-4c93-49d1-9f74-e4b652c9e463 · outbound
COALESCE: Economic and Security Dynamics of Skill-Based Task Outsourcing Among Team of Autonomous LLM Agents Cloud Computing: Competition Issues,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation bd441a7a-8dcc-4bd3-b2c4-014061fed0cc · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 62240263-6db0-49de-a23f-6bf07435ead1 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1263b38c-1d68-4a86-ae87-cd8b87099c85 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a79ec1c1-2611-4a13-849e-3c11989e1d32 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation edc56638-c142-43a6-9cfd-74edf38835ae · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f3435362-20a0-4c73-b76d-1b2c538fd480 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f2c07da0-e122-4868-8339-decae0209e05 · outbound
COALESCE: Economic and Security Dynamics of Skill-Based Task Outsourcing Among Team of Autonomous LLM Agents Privacy Notice,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 21ed29a7-70b5-428e-957b-a13e9be48938 · outbound
COALESCE: Economic and Security Dynamics of Skill-Based Task Outsourcing Among Team of Autonomous LLM Agents Unresolved cited work
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9fa54c0a-19c3-4969-8813-ba980c3f536c · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d9fb4ac5-b57c-42e3-8c58-7259ca36d13b · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c84f8665-c85a-48a3-9243-2128b92da35e · inbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.