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Paper Citation Record · LEDGER

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

As of 19 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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-04T23:15:28.996509Z digest=sha256:830eec9a5f63e9759967a1c4cf174c798a8a174093ec72c7a95c834e73d449e9

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-04T23:15:29.047562Z digest=sha256:67208e0ae57cd64d5d79e72959a865dccbecb74fa1674fc6a269b33a0a6d8c89

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-04T23:15:29.117877Z digest=sha256:fa0f5829d767334cb22d274b82f185872d84b24c4c5463edf50f7c03f506c182

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-04T23:15:29.174247Z digest=sha256:02a2e8d03f98220e9559755070a7c94386040bf8639da59020158e24241e45de

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-04T23:15:29.242908Z digest=sha256:38850bf460845c425115cb1d4671579b326b26251a90b07556f1916f35b0c1bf

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:fbc79435609314918b5ca879d94f8483a0d84431775680172c1fa07fc7332abb

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:c2b96f70d8dfe472564d3100ea7ac74e7cdd39faf236b2150bd8d8effc4827a7

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=sha256:687a8db37afce4da70d109931c3e9a4779de2cf565bec1234855f104953a333b

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-04T23:15:29.516312Z digest=sha256:2a006c18f672ab028853ae288952bc427ad2953eeca1b37f9bda39974608c1f7

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-04T23:15:29.570397Z digest=sha256:381072c9a13506e78925496a1ce88b54598455c13831112a4f1e0a38008b8cca

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-04T23:15:29.615458Z digest=sha256:052f4bb6f3de5b152bb1e6b745c7ee2e81efa155f77d57cdf742ca69a233a543

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=sha256:13fde63db8aeb281a8d92d69f429b7d26a986e05066fb591f833ae3fb89bd92b

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-04T23:15:29.766378Z digest=sha256:8206f53825155faa35a4bf7891681309b26ccc6dc49c8bd50f5019ae1ed4e4fb

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-04T23:15:29.868789Z digest=sha256:c216986328b32abc2cbd8f29e21178ee250603a4caa81414f39768e09d74baec

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:b8a2b2a3fb67d73b288fd3c8ba6678fbf88be2ac3bcb9881c0dd1e37e3012121

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-16T03:02:37.251469Z digest=sha256:be68ae5e723cef1407b5b09a09303428c4731c67de682e7fbe16439cc7827b02

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=sha256:9478504bd014f1e45534c6b5947663e5ad68f704f30a912710d66261e314a600

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-10T18:13:11.902714Z digest=sha256:498f52c5a9bceea5325aa558987a702b770cf43bf5241f7d8163e6cb4be1505f