Paper Citation Record · LEDGER

AI Agent Communications in AI-Native 6G Network: Status, Challenges and Opportunities

As of 8 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 0 inbound Pith citation observations for arXiv:2607.18138.

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

pith.paper-citation-record.v1
2607.18138 v1

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T15:57:27.484017Z

measured 44 of 44 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 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

44 of 44 outbound references displayed

verified exact1
verified fuzzy0
unresolved43
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1e827cb0-f70b-4780-8eca-b3d67ced5b18 · outbound

This paper cites The rise and potential of large language model based agents: A survey,.

AI Agent Communications in AI-Native 6G Network: Status, Challenges and Opportunities The rise and potential of large language model based agents: A survey,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T15:57:25.676263Z

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Unavailable: canonical work link unavailable.

Observation caf3843e-6e83-41f3-a9e1-44006b07a5a9 · outbound

This paper cites AI agents vs. agentic AI: A conceptual taxonomy, applications and challenges,.

AI Agent Communications in AI-Native 6G Network: Status, Challenges and Opportunities AI agents vs. agentic AI: A conceptual taxonomy, applications and challenges,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T15:57:25.784133Z

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Observation e1cc0d48-6d35-4652-9791-8f0c6c32065a · outbound

This paper cites Beyond Self-Talk: A Communication-Centric Survey of LLM-Based Multi-Agent Systems.

AI Agent Communications in AI-Native 6G Network: Status, Challenges and Opportunities Beyond Self-Talk: A Communication-Centric Survey of LLM-Based Multi-Agent Systems

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T15:57:25.954972Z

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Unavailable: canonical work link unavailable.

Observation 98558c11-1471-412e-81f2-f662c7d0921b · outbound

This paper cites Agent communications toward agentic AI at edge-a case study of the Agent2Agent protocol,.

AI Agent Communications in AI-Native 6G Network: Status, Challenges and Opportunities Agent communications toward agentic AI at edge-a case study of the Agent2Agent protocol,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T15:57:26.131101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c612931e-fc8d-47b4-a16a-3ad1530fa153 · outbound

This paper cites A survey of agent interoperability protocols: Model Context Protocol (MCP), Agent Communication Protocol (ACP), Agent-to-Agent Protocol (A2A), and Agent Network Protocol (ANP).

AI Agent Communications in AI-Native 6G Network: Status, Challenges and Opportunities A survey of agent interoperability protocols: Model Context Protocol (MCP), Agent Communication Protocol (ACP), Agent-to-Agent Protocol (A2A), and Agent Network Protocol (ANP)

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T15:57:26.295235Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61bcc33f-590e-4d45-aca1-4a0937a3c119 · outbound

This paper cites A survey of LLM-driven AI agent communication: Protocols, security risks, and defense countermeasures,.

AI Agent Communications in AI-Native 6G Network: Status, Challenges and Opportunities A survey of LLM-driven AI agent communication: Protocols, security risks, and defense countermeasures,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T15:57:26.468486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 547945e7-bb16-4867-9e16-5ae42462c82f · outbound

This paper cites Ai agent communications in the future Inter- net—paving a path toward the agentic Web,.

AI Agent Communications in AI-Native 6G Network: Status, Challenges and Opportunities Ai agent communications in the future Inter- net—paving a path toward the agentic Web,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T15:57:26.569209Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25fafdc6-b1f5-493b-b330-1714b64baada · outbound

This paper cites Overview of AI and communication for 6G network: Fundamentals, challenges, and future research opportunities,.

AI Agent Communications in AI-Native 6G Network: Status, Challenges and Opportunities Overview of AI and communication for 6G network: Fundamentals, challenges, and future research opportunities,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T15:57:26.722085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8091eab5-8285-4ccb-b242-cfbe3b542ddd · outbound

This paper cites A review on agent-to-agent protocol: concept, state-of-the-art, challenges and future directions,.

AI Agent Communications in AI-Native 6G Network: Status, Challenges and Opportunities A review on agent-to-agent protocol: concept, state-of-the-art, challenges and future directions,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T15:57:26.844195Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96978d6a-ceb0-437c-8f57-0e94c164a223 · outbound

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

AI Agent Communications in AI-Native 6G Network: Status, Challenges and Opportunities Building A Secure Agentic AI Application Leveraging A2A Protocol

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T15:57:26.950056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d651e411-baa0-4719-b237-5cd1c0489d9b · outbound

This paper cites Agent Communication Protocol (ACP).

AI Agent Communications in AI-Native 6G Network: Status, Challenges and Opportunities Agent Communication Protocol (ACP)

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T15:57:26.974316Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2052296-549d-45f5-91ce-d0d235e3eab2 · outbound

This paper cites Agent Network Protocol Technical White Paper.

AI Agent Communications in AI-Native 6G Network: Status, Challenges and Opportunities Agent Network Protocol Technical White Paper

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T15:57:27.010981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a016017-0a09-4578-81c1-b6185922d3e9 · outbound

This paper cites A survey on decentralized identifiers and verifiable creden- tials,.

AI Agent Communications in AI-Native 6G Network: Status, Challenges and Opportunities A survey on decentralized identifiers and verifiable creden- tials,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T15:57:27.119155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5dd56a96-348c-45b7-ae80-e053c847935c · outbound

This paper cites JSON-LD: A JSON-based Serialization for Linked Data version 1.1.

AI Agent Communications in AI-Native 6G Network: Status, Challenges and Opportunities JSON-LD: A JSON-based Serialization for Linked Data version 1.1

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T15:57:27.189127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 250b7734-bb82-4b25-9a9d-be61513c6181 · outbound

This paper cites Language Model Operating System (LMOS).

AI Agent Communications in AI-Native 6G Network: Status, Challenges and Opportunities Language Model Operating System (LMOS)

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T15:57:27.276966Z

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Observation 51f0d08b-6209-4f45-a5e1-6aac85bf5067 · outbound

This paper cites Message Queuing Telemetry Transport (MQTT) version 5.0.

AI Agent Communications in AI-Native 6G Network: Status, Challenges and Opportunities Message Queuing Telemetry Transport (MQTT) version 5.0

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T15:57:27.319559Z

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Unavailable: canonical work link unavailable.

Observation 1297a50c-b73e-46d1-aa13-0e2b75b62d46 · outbound

This paper cites RFC 7252: The Constrained Application Protocol (CoAP).

AI Agent Communications in AI-Native 6G Network: Status, Challenges and Opportunities RFC 7252: The Constrained Application Protocol (CoAP)

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T15:57:27.372697Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6c408f4-f139-49ee-8246-1957512c2ae2 · outbound

This paper cites AGNTCY Origins.

AI Agent Communications in AI-Native 6G Network: Status, Challenges and Opportunities AGNTCY Origins

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T15:57:27.385875Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0cfe8e9-ff4e-4d8a-aef5-fac5c960da81 · outbound

This paper cites Performance evaluation of microservices communication with rest, graphql, and grpc,.

AI Agent Communications in AI-Native 6G Network: Status, Challenges and Opportunities Performance evaluation of microservices communication with rest, graphql, and grpc,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T15:57:27.395219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45d5b45a-107e-4de6-ae8e-95e4837d6bfa · outbound

This paper cites A comprehensive review of AI-native 6G: integrating semantic communications, reconfigurable intelligent surfaces, and edge intelligence for next-generation connec- tivity,.

AI Agent Communications in AI-Native 6G Network: Status, Challenges and Opportunities A comprehensive review of AI-native 6G: integrating semantic communications, reconfigurable intelligent surfaces, and edge intelligence for next-generation connec- tivity,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T15:57:27.398826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7064c3e9-1cd8-450c-b1e5-000564ff9acf · outbound

This paper cites An overview of network slicing for 5G,.

AI Agent Communications in AI-Native 6G Network: Status, Challenges and Opportunities An overview of network slicing for 5G,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T15:57:27.402291Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08e2c353-15bf-4556-88ee-8d2e9ccb664e · outbound

This paper cites AI-native network slicing for 6G networks,.

AI Agent Communications in AI-Native 6G Network: Status, Challenges and Opportunities AI-native network slicing for 6G networks,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T15:57:27.405683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81a49cb7-b877-4251-bb15-4fd8e10671f8 · outbound

This paper cites Convergence of networking and cloud/edge computing: Status, challenges, and opportunities,.

AI Agent Communications in AI-Native 6G Network: Status, Challenges and Opportunities Convergence of networking and cloud/edge computing: Status, challenges, and opportunities,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T15:57:27.409406Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8423e587-f6e8-4939-bfba-d832b05993db · outbound

This paper cites Towards ubiquitous 6G com- puting and networking convergence: Architecture and mechanism for cross-domain resource coordination,.

AI Agent Communications in AI-Native 6G Network: Status, Challenges and Opportunities Towards ubiquitous 6G com- puting and networking convergence: Architecture and mechanism for cross-domain resource coordination,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T15:57:27.413068Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24990c6e-1366-4539-acbe-450fa71e7854 · outbound

This paper cites Joint network slicing, routing, and in-network computing for energy-efficient 6G,.

AI Agent Communications in AI-Native 6G Network: Status, Challenges and Opportunities Joint network slicing, routing, and in-network computing for energy-efficient 6G,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T15:57:27.416776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12aed58d-8e39-4221-92a4-e42f1417e263 · outbound

This paper cites Predictive network slic- ing resource orchestration: A VNF approach,.

AI Agent Communications in AI-Native 6G Network: Status, Challenges and Opportunities Predictive network slic- ing resource orchestration: A VNF approach,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-01T15:57:27.420100Z

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Unavailable: canonical work link unavailable.

Observation 95812812-ab27-40fc-9e07-ff0bf61c7e84 · outbound

This paper cites Converged service- based architecture for next-generation mobile communication networks,.

AI Agent Communications in AI-Native 6G Network: Status, Challenges and Opportunities Converged service- based architecture for next-generation mobile communication networks,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-01T15:57:27.423572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15833583-1158-401b-acc1-aeeee13441da · outbound

This paper cites 6G architecture design: From overall, logical and networking perspective,.

AI Agent Communications in AI-Native 6G Network: Status, Challenges and Opportunities 6G architecture design: From overall, logical and networking perspective,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-01T15:57:27.427494Z

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Observation 890e74aa-ffb4-465e-946f-de80c192d380 · outbound

This paper cites Service-based architecture for 6G RAN: A cloud native platform that provides everything as a service,.

AI Agent Communications in AI-Native 6G Network: Status, Challenges and Opportunities Service-based architecture for 6G RAN: A cloud native platform that provides everything as a service,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-01T15:57:27.430805Z

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Observation f9de561e-6056-4afc-97f9-78b6e6b5cd19 · outbound

This paper cites Towards 6G native-AI edge networks: A semantic-aware and agentic intelligence paradigm,.

AI Agent Communications in AI-Native 6G Network: Status, Challenges and Opportunities Towards 6G native-AI edge networks: A semantic-aware and agentic intelligence paradigm,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-01T15:57:27.434055Z

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Observation e7d923c1-69f9-4634-978e-4acff194d089 · outbound

This paper cites TR 23.801 Study on Architecture for 6G System, Version 0.7.0,.

AI Agent Communications in AI-Native 6G Network: Status, Challenges and Opportunities TR 23.801 Study on Architecture for 6G System, Version 0.7.0,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-01T15:57:27.437318Z

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Observation 344f3ece-f803-4fd3-80a4-b9c51e6645d0 · outbound

This paper cites Intelligent and autonomous management in cloud-native future networks—a survey on related standards from an architectural perspective,.

AI Agent Communications in AI-Native 6G Network: Status, Challenges and Opportunities Intelligent and autonomous management in cloud-native future networks—a survey on related standards from an architectural perspective,

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-01T15:57:27.440890Z

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Observation e198b22e-cf12-4195-a089-73a6d54884cc · outbound

This paper cites Evolved NWDAF towards a fully distributed artificial intelligence in the 6G network architecture,.

AI Agent Communications in AI-Native 6G Network: Status, Challenges and Opportunities Evolved NWDAF towards a fully distributed artificial intelligence in the 6G network architecture,

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-01T15:57:27.444244Z

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Unavailable: canonical work link unavailable.

Observation b8fc1bf8-9ce5-4378-84d2-0a79826caa00 · outbound

This paper cites LLM- enabled NWDAF: A step toward AI-native 6G network intelligence,.

AI Agent Communications in AI-Native 6G Network: Status, Challenges and Opportunities LLM- enabled NWDAF: A step toward AI-native 6G network intelligence,

Reference 34

Resolution: verified exact; doi, observed 2026-08-01T15:58:24.323997Z

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.

Observation b67c82f9-ec9f-48d0-84cb-feb6fb5394e4 · outbound

This paper cites Agentic AI empowered intent-based networking for 6g,.

AI Agent Communications in AI-Native 6G Network: Status, Challenges and Opportunities Agentic AI empowered intent-based networking for 6g,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-01T15:57:27.452149Z

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Observation 3f5fb372-00c1-48b6-9b06-e5c385905e14 · outbound

This paper cites Semantic communication: A survey on research landscape, challenges, and future directions,.

AI Agent Communications in AI-Native 6G Network: Status, Challenges and Opportunities Semantic communication: A survey on research landscape, challenges, and future directions,

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-01T15:57:27.455395Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd3364da-5286-47fd-9657-ae5eb58db399 · outbound

This paper cites Semantic communication empowered 6G networks: Techniques, applications, and challenges,.

AI Agent Communications in AI-Native 6G Network: Status, Challenges and Opportunities Semantic communication empowered 6G networks: Techniques, applications, and challenges,

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-01T15:57:27.459875Z

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Observation ee4ae9c5-fcba-4c2d-98b4-9513ca2edf28 · outbound

This paper cites Resource optimization for semantic communication in 6G networks: A survey,.

AI Agent Communications in AI-Native 6G Network: Status, Challenges and Opportunities Resource optimization for semantic communication in 6G networks: A survey,

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-01T15:57:27.463069Z

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Unavailable: canonical work link unavailable.

Observation 02fa7b44-aecb-403f-a204-536b3d68d10d · outbound

This paper cites Open Container Initiative Runtime Specification.

AI Agent Communications in AI-Native 6G Network: Status, Challenges and Opportunities Open Container Initiative Runtime Specification

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-01T15:57:27.466301Z

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Observation ea3f6f58-5e14-4bc8-886c-329d0e66d17c · outbound

This paper cites A framework for AI-native semantic-based dynamic slicing for 6G networks,.

AI Agent Communications in AI-Native 6G Network: Status, Challenges and Opportunities A framework for AI-native semantic-based dynamic slicing for 6G networks,

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-01T15:57:27.469682Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93084214-6199-4b2f-a5a9-75c6c1d0940f · outbound

This paper cites TS 28.530 Management and orchestration; Concepts, use cases and requirements, Version 19.0.0,.

AI Agent Communications in AI-Native 6G Network: Status, Challenges and Opportunities TS 28.530 Management and orchestration; Concepts, use cases and requirements, Version 19.0.0,

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-01T15:57:27.472826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0fc8c78-9cae-43e1-af8d-274cc9bb2772 · outbound

This paper cites TR 33.801 Study on Security for the 6G System, Version 0.5.0,.

AI Agent Communications in AI-Native 6G Network: Status, Challenges and Opportunities TR 33.801 Study on Security for the 6G System, Version 0.5.0,

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-01T15:57:27.476732Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5483a21e-0f03-4ecb-afea-01bad84631e6 · outbound

This paper cites TR 22.870 Study on 6G Use Cases and Service Requirements, Version 20.0.0,.

AI Agent Communications in AI-Native 6G Network: Status, Challenges and Opportunities TR 22.870 Study on 6G Use Cases and Service Requirements, Version 20.0.0,

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-01T15:57:27.480439Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2efa7bdd-5b3c-451d-961d-461c710b5e0c · outbound

This paper cites AI-native PHY-layer in 6G orchestrated spectrum- aware networks,.

AI Agent Communications in AI-Native 6G Network: Status, Challenges and Opportunities AI-native PHY-layer in 6G orchestrated spectrum- aware networks,

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-01T15:57:27.484017Z

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Pith citing papers

No inbound Pith citation observations are available.