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Paper Citation Record · LEDGER

Sovereign AI for 6G: Towards the Future of AI-Native Networks

As of 8 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 3 inbound Pith citation observations for arXiv:2509.06700.

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

pith.paper-citation-record.v1
2509.06700 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T23:15:29.929601Z

measured 18 of 18 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 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T20:59:18.172321Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

15 of 15 outbound references displayed

  • verified exact1
  • verified fuzzy9
  • unresolved5
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation ca28bad2-4772-416f-9dd7-350aa1c76cbd · outbound

This paper cites What will 5G be?.

Sovereign AI for 6G: Towards the Future of AI-Native Networks What will 5G be?

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T23:15:31.261652Z

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=2026-08-04T23:15:28.996509Z digest=sha256:0547767d423d47bf14aa1bde1d73e9dd28f7b58505343ec2476de8633ea2655a

Observation b292d1e1-e1a1-4013-8a70-578a2d8c53c5 · outbound

This paper cites Networked Twins and Twins of Networks: An Overview on the Relationship Between Digital Twins and 6G,.

Sovereign AI for 6G: Towards the Future of AI-Native Networks Networked Twins and Twins of Networks: An Overview on the Relationship Between Digital Twins and 6G,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T23:15:31.253174Z

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=2026-08-04T23:15:29.047562Z digest=sha256:d3898b8a71f34ca53dfd60a215a23ce3f7c3c84a124037c04139c195d49577b6

Observation 608254f9-8e4f-42c8-bf44-0ab43565f137 · outbound

This paper cites Large-scale AI in Telecom : Charting the roadmap for innovation, scalability, and enhanced digital experiences,.

Sovereign AI for 6G: Towards the Future of AI-Native Networks Large-scale AI in Telecom : Charting the roadmap for innovation, scalability, and enhanced digital experiences,

Reference 3

Resolution
verified exact
arxiv_id, observed 2026-08-04T23:15:30.126642Z

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=2026-08-04T23:15:29.117877Z digest=sha256:d6017df16745213cf9c9d5c14428773fb01e3de254faaf081204e9a9ee6060ba

Observation fbb40604-bede-4a53-908f-268d6194606b · outbound

This paper cites ChatGPT for good? On opportunities and challenges of large language models for education,.

Sovereign AI for 6G: Towards the Future of AI-Native Networks ChatGPT for good? On opportunities and challenges of large language models for education,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T23:15:31.244469Z

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=2026-08-04T23:15:29.174247Z digest=sha256:411d45e8e93fd510f96d21bb930ffc3f5c866fdfa2c25428cb771a1b1fff36cc

Observation dc232952-087f-408d-a5ee-935b4ea2e1e8 · outbound

This paper cites The neural autoregressive distribution estimator,.

Sovereign AI for 6G: Towards the Future of AI-Native Networks The neural autoregressive distribution estimator,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T23:15:31.178696Z

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=2026-08-04T23:15:29.242908Z digest=sha256:b85698cd035cf48932bce959671bc155f16bf787546d08220b81dc2f04197900

Observation e2323d13-5f93-4cb4-a072-c32b952133db · outbound

This paper cites Auto-encoding variational bayes,.

Sovereign AI for 6G: Towards the Future of AI-Native Networks Auto-encoding variational bayes,

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-04T23:15:29.302193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T23:15:29.302193Z digest=sha256:ca659bb3ab462bf03810f5b94caa2be2f2b8084974557616a155b997ef3b55c7

Observation b1b4f159-b8af-427a-b0bd-b3e6445c5661 · outbound

This paper cites Generative adversarial nets,.

Sovereign AI for 6G: Towards the Future of AI-Native Networks Generative adversarial nets,

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-04T23:15:29.331116Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T23:15:29.331116Z digest=sha256:d1bf18ce39c569cf699b434c60300221581ad1bf77df5ec4ace2ddbdba2a4b3e

Observation 659c5eb7-bbcf-457a-b403-67b33c916af7 · outbound

This paper cites Training language models to follow instructions with human feedback,.

Sovereign AI for 6G: Towards the Future of AI-Native Networks Training language models to follow instructions with human feedback,

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-04T23:15:29.441269Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T23:15:29.441269Z digest=sha256:78bdd50e4dec1e48cde90ae43fab691782cb1bd01eff9200cf02cade1f465c16

Observation bda6bb54-121b-4d34-bea5-c606d430cf91 · outbound

This paper cites Rijmenam.

Sovereign AI for 6G: Towards the Future of AI-Native Networks Rijmenam

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T23:15:30.986323Z

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=2026-08-04T23:15:29.516312Z digest=sha256:3fec5fe14607d9e61e3dcf69a1f306106b83360a207c5088b9eddccc7a8a8441

Observation be5618c1-8b0b-4d9a-8baf-2592ba3cb498 · outbound

This paper cites Towards Sustainability in 6G and beyond: Challenges and Opportunities of Open RAN,.

Sovereign AI for 6G: Towards the Future of AI-Native Networks Towards Sustainability in 6G and beyond: Challenges and Opportunities of Open RAN,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T23:15:30.800605Z

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=2026-08-04T23:15:29.570397Z digest=sha256:d2a865d476c368adf28978fc5a010aadf56482b52434055963126d483ee78095

Observation 843f9fd5-8299-4d7c-994e-4c1481e7aa23 · outbound

This paper cites Advancing 6G: Survey for Explainable AI on Communications and Network Slicing,.

Sovereign AI for 6G: Towards the Future of AI-Native Networks Advancing 6G: Survey for Explainable AI on Communications and Network Slicing,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T23:15:30.605158Z

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=2026-08-04T23:15:29.615458Z digest=sha256:2dd8c5cf94b0cd4d86acc721564f072ece6cc8045fa739dced5a7283484442da

Observation bba5ac78-3194-4d88-abeb-c2eed432f721 · outbound

This paper cites Large-Scale AI in Telecom: Charting the Roadmap for Innovation, Scalability, and Enhanced Digital Experiences.

Sovereign AI for 6G: Towards the Future of AI-Native Networks Large-Scale AI in Telecom: Charting the Roadmap for Innovation, Scalability, and Enhanced Digital Experiences

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-04T23:15:29.721682Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T23:15:29.721682Z digest=sha256:555b4f451d8b7b4db1a754637b5a7f78a3c31b7d8b5a33f64f87a7d169086ee7

Observation 147321cc-6f87-4c32-893c-037f7620cda3 · outbound

This paper cites Federated Data Infrastructure for Eu- rope,.

Sovereign AI for 6G: Towards the Future of AI-Native Networks Federated Data Infrastructure for Eu- rope,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T23:15:30.386936Z

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=2026-08-04T23:15:29.766378Z digest=sha256:95bf2f427d9bd538b1007932d88265ef1a7d1ac6d34b4a3832cd5d69e2a7b382

Observation 6b437235-1bb5-48cb-893e-528343c1f355 · outbound

This paper cites Sovereign AI Unit: Policy Papers and Publications,.

Sovereign AI for 6G: Towards the Future of AI-Native Networks Sovereign AI Unit: Policy Papers and Publications,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T23:15:30.246035Z

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=2026-08-04T23:15:29.868789Z digest=sha256:73c6da42d46448fa54a9dadf97e8abf971f56ec434474504767905c917afe08b

Observation 96d24808-224d-4956-95fa-eefaf53503a7 · outbound

This paper cites SEA-LION: Southeast Asian Languages in One Network,.

Sovereign AI for 6G: Towards the Future of AI-Native Networks SEA-LION: Southeast Asian Languages in One Network,

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-04T23:15:29.929601Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T23:15:29.929601Z digest=sha256:d7fc1813cf7adf4adcd52ffe059c302ead90699cf5cc34072af0393d02ccfa01

Pith citing papers

Observation ae88ba1c-54f5-4247-b76c-cb6e7b7fecd6 · inbound

AI Infrastructure Sovereignty cites this paper.

AI Infrastructure Sovereignty Sovereign AI for 6G: Towards the Future of AI-Native Networks

Reference 34

Resolution
verified exact
arxiv_id, observed 2026-05-16T03:07:11.647425Z

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=2026-05-16T03:02:37.251469Z digest=sha256:8a130bdabe4ee811fcd524c2f159a63ff6d52c8d580ea413cb2f85ad288051ca

Observation 79677e08-10a9-468c-9e59-a0d4dd90195b · inbound

X-REFINE: XAI-based RElevance input-Filtering and archItecture fiNe-tuning for channel Estimation cites this paper.

X-REFINE: XAI-based RElevance input-Filtering and archItecture fiNe-tuning for channel Estimation Sovereign AI for 6G: Towards the Future of AI-Native Networks

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-02T20:59:18.172321Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T20:59:18.172321Z digest=sha256:62ca9be53813cb4526f1f4947d892e85fa89825fb4c3e8c2126f099c1d705108

Observation 55a0e6c1-d38f-459f-9db5-efa5b649150b · inbound

Sustainability-Constrained Workload Orchestration for Sovereign AI Infrastructure: A Joint Compute-Network Optimization Framework cites this paper.

Sustainability-Constrained Workload Orchestration for Sovereign AI Infrastructure: A Joint Compute-Network Optimization Framework Sovereign AI for 6G: Towards the Future of AI-Native Networks

Reference 23

Resolution
verified exact
arxiv_id, observed 2026-05-10T18:15:42.072382Z

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=2026-05-10T18:13:11.902714Z digest=sha256:eea05602662e75795f261fa47bf284504a452c4ac88a37c6b9b8b4390e9d9f5d