Paper Citation Record · LEDGER

From Connectivity to Autonomy: The Dawn of Self-Evolving Communication Systems

As of 8 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 0 inbound Pith citation observations for arXiv:2505.23710.

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

pith.paper-citation-record.v1
2505.23710 v1

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:42:31.594274Z

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

34 of 34 outbound references displayed

verified exact0
verified fuzzy23
unresolved11
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 72a2ee2f-782e-4f84-955f-5f8fb03819f7 · outbound

This paper cites Chaoub, A.

From Connectivity to Autonomy: The Dawn of Self-Evolving Communication Systems Chaoub, A

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:42:34.918225Z

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 7ff5dbe3-e53d-4f88-be78-19ac3b5bddb2 · outbound

This paper cites Self-evolving wireless communications: A novel intelligence trend for 6g and beyond,.

From Connectivity to Autonomy: The Dawn of Self-Evolving Communication Systems Self-evolving wireless communications: A novel intelligence trend for 6g and beyond,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:42:34.815612Z

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 33d8879b-ce9a-4515-8585-6161dc67370b · outbound

This paper cites Code as policies: Language model programs for embodied control,.

From Connectivity to Autonomy: The Dawn of Self-Evolving Communication Systems Code as policies: Language model programs for embodied control,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T12:42:29.285505Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a757cee-ba2b-40ad-82e2-269a8de76744 · outbound

This paper cites Self-evolving and trans- formative protocol architecture for 6g,.

From Connectivity to Autonomy: The Dawn of Self-Evolving Communication Systems Self-evolving and trans- formative protocol architecture for 6g,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:42:34.628549Z

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 f3e37b6c-6371-4800-9b93-bb357685ffc2 · outbound

This paper cites The vision of self-evolving computing systems,.

From Connectivity to Autonomy: The Dawn of Self-Evolving Communication Systems The vision of self-evolving computing systems,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:42:34.557934Z

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 547b00e3-3566-4699-af8a-b4ff9199740e · outbound

This paper cites Neuro-symbolic ai for self-evolving signal processing in autonomous communication systems,.

From Connectivity to Autonomy: The Dawn of Self-Evolving Communication Systems Neuro-symbolic ai for self-evolving signal processing in autonomous communication systems,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:42:34.444360Z

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 6a061203-5e86-4190-847e-23101d65260f · outbound

This paper cites Position: Open-endedness is essential for artificial superhuman intelligence,.

From Connectivity to Autonomy: The Dawn of Self-Evolving Communication Systems Position: Open-endedness is essential for artificial superhuman intelligence,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:42:34.322923Z

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 925489e2-7713-4d8f-b04e-b699ef02d471 · outbound

This paper cites The framework of 6g self-evolving networks and the decision-making scheme for massive iot,.

From Connectivity to Autonomy: The Dawn of Self-Evolving Communication Systems The framework of 6g self-evolving networks and the decision-making scheme for massive iot,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:42:34.248072Z

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 8889b6ad-adb1-488a-9670-3f98dec1c343 · outbound

This paper cites Architecture for self-evolution of 6g core network based on intelligent decision making,.

From Connectivity to Autonomy: The Dawn of Self-Evolving Communication Systems Architecture for self-evolution of 6g core network based on intelligent decision making,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:42:34.195031Z

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 2bf17528-ac83-4d10-92ae-e5dbb5cfdf46 · outbound

This paper cites What do llms need to synthesize correct router configurations?.

From Connectivity to Autonomy: The Dawn of Self-Evolving Communication Systems What do llms need to synthesize correct router configurations?

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:42:34.128466Z

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 104458c9-963d-4742-b025-fcf5bf9e113d · outbound

This paper cites Large generative ai models for telecom: The next big thing?.

From Connectivity to Autonomy: The Dawn of Self-Evolving Communication Systems Large generative ai models for telecom: The next big thing?

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T12:42:29.917129Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c20bfcb-e936-4378-9eb5-9aeacf6f0688 · outbound

This paper cites Pushing Large Language Models to the 6G Edge: Vision, Challenges, and Opportunities.

From Connectivity to Autonomy: The Dawn of Self-Evolving Communication Systems Pushing Large Language Models to the 6G Edge: Vision, Challenges, and Opportunities

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T12:42:29.996127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06f09ca9-c172-464f-a851-e8dbacac4fa2 · outbound

This paper cites Self-driving laboratories to autonomously navigate the protein fitness landscape,.

From Connectivity to Autonomy: The Dawn of Self-Evolving Communication Systems Self-driving laboratories to autonomously navigate the protein fitness landscape,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:42:34.040404Z

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 f47706b6-1c74-48e2-a437-087a929eff91 · outbound

This paper cites The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery.

From Connectivity to Autonomy: The Dawn of Self-Evolving Communication Systems The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T12:42:30.113094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f8ec868-c659-49d6-98d3-10060dbd991c · outbound

This paper cites The vision of autonomic computing,.

From Connectivity to Autonomy: The Dawn of Self-Evolving Communication Systems The vision of autonomic computing,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T12:42:30.161918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a75d4e05-1e18-4f5d-b28f-a39e1662f002 · outbound

This paper cites Ric: A ran intelligent controller platform for ai-enabled cellular networks,.

From Connectivity to Autonomy: The Dawn of Self-Evolving Communication Systems Ric: A ran intelligent controller platform for ai-enabled cellular networks,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T12:42:30.219092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed752957-5b55-43f6-a5ef-2e423f918f97 · outbound

This paper cites A design of mano system for cloud native infrastructure,.

From Connectivity to Autonomy: The Dawn of Self-Evolving Communication Systems A design of mano system for cloud native infrastructure,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:42:33.920370Z

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 2fc872f6-fe9d-4d76-a1eb-c3376384b347 · outbound

This paper cites Sustainable development goals,.

From Connectivity to Autonomy: The Dawn of Self-Evolving Communication Systems Sustainable development goals,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:42:33.817496Z

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 c4585346-9161-4c2b-9311-74c3e0071603 · outbound

This paper cites General data protection regulation (gdpr),.

From Connectivity to Autonomy: The Dawn of Self-Evolving Communication Systems General data protection regulation (gdpr),

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:42:33.718993Z

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 0fa7d9dd-3470-42cb-b6e3-1d32349885f4 · outbound

This paper cites California consumer privacy act (ccpa),.

From Connectivity to Autonomy: The Dawn of Self-Evolving Communication Systems California consumer privacy act (ccpa),

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:42:33.498961Z

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 36e58eff-843b-49d7-bb8b-b811592efd1b · outbound

This paper cites Explainable ai in 6g o-ran: A tutorial and survey on architecture, use cases, challenges, and future research,.

From Connectivity to Autonomy: The Dawn of Self-Evolving Communication Systems Explainable ai in 6g o-ran: A tutorial and survey on architecture, use cases, challenges, and future research,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:42:33.285302Z

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 6e3907ed-03ba-4a0d-a406-e0ca84539893 · outbound

This paper cites GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in Large Language Models.

From Connectivity to Autonomy: The Dawn of Self-Evolving Communication Systems GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in Large Language Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T12:42:30.670651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04ab85ef-0ada-405f-863d-f481e55c91cb · outbound

This paper cites an unresolved cited work.

From Connectivity to Autonomy: The Dawn of Self-Evolving Communication Systems Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:42:33.099925Z

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 58090d69-51c4-4f4a-a306-bea49c61d842 · outbound

This paper cites Cultural Evolution of Cooperation among LLM Agents.

From Connectivity to Autonomy: The Dawn of Self-Evolving Communication Systems Cultural Evolution of Cooperation among LLM Agents

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T12:42:30.840762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dddba2de-d0e4-4533-9096-8ddbef501e15 · outbound

This paper cites The next breakthrough in artificial intelligence: How quantum ai will reshape our world,.

From Connectivity to Autonomy: The Dawn of Self-Evolving Communication Systems The next breakthrough in artificial intelligence: How quantum ai will reshape our world,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:42:32.912901Z

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 e5bb31e4-c032-489c-9196-cd98aeb8eb8b · outbound

This paper cites Focus group on artificial intelligence native for telecommunication networks (fg-ainn),.

From Connectivity to Autonomy: The Dawn of Self-Evolving Communication Systems Focus group on artificial intelligence native for telecommunication networks (fg-ainn),

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:42:32.737435Z

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 a82551f1-ddc0-415a-b5cb-fa63b2949fa8 · outbound

This paper cites Ai ethics certification,.

From Connectivity to Autonomy: The Dawn of Self-Evolving Communication Systems Ai ethics certification,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:42:32.674390Z

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 b55c0b7c-5a6b-40a4-8486-8be0bcbd41d7 · outbound

This paper cites Open neural network exchange (onnx),.

From Connectivity to Autonomy: The Dawn of Self-Evolving Communication Systems Open neural network exchange (onnx),

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:42:32.593553Z

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 04cb9a24-e9ce-4e60-a70f-2be50ea844ee · outbound

This paper cites [Online].

From Connectivity to Autonomy: The Dawn of Self-Evolving Communication Systems [Online]

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:42:32.506390Z

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 77e7d44a-7ee4-48eb-918c-036472238b09 · outbound

This paper cites Aws iot greengrass,.

From Connectivity to Autonomy: The Dawn of Self-Evolving Communication Systems Aws iot greengrass,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:42:32.346928Z

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 9eba12c4-2a71-42b7-a2a7-d8f94139534c · outbound

This paper cites Microsoft azure iot,.

From Connectivity to Autonomy: The Dawn of Self-Evolving Communication Systems Microsoft azure iot,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:42:32.202335Z

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 8008b258-4018-4a1b-a963-0270c92c99fa · outbound

This paper cites The interplay of ai-and-ran: Dynamic resource allocation for converged 6g platform,.

From Connectivity to Autonomy: The Dawn of Self-Evolving Communication Systems The interplay of ai-and-ran: Dynamic resource allocation for converged 6g platform,

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T12:42:31.448250Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93609496-9836-41f8-aba1-84f35e333fea · outbound

This paper cites Chakrabarty, S.

From Connectivity to Autonomy: The Dawn of Self-Evolving Communication Systems Chakrabarty, S

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:42:32.042409Z

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 2449db9e-25bf-40c1-b09b-dcf0ef52cb1e · outbound

This paper cites NVIDIA FLARE: Federated Learning from Simulation to Real-World.

From Connectivity to Autonomy: The Dawn of Self-Evolving Communication Systems NVIDIA FLARE: Federated Learning from Simulation to Real-World

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T12:42:31.594274Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.