{"as_of":"2026-08-06T18:52:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:4c0b4bc741ccd1a7ff86d4dc54588ca1eba459591589f4431cc829a9543511bf","coverage":[{"denominator":33,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":33,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-06T18:24:54.352187Z","state":"measured"},{"denominator":35,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":35,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-06T06:34:29.942622+00:00","state":"measured"},{"denominator":2,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":2,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-05T16:03:58.856469Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"arxiv_reference","source_observed_at":"2026-07-02T21:57:26.121574Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2507.08403","last_updated":"2025-07-11T08:21:08Z","snapshot_observed_at":"2026-08-06T18:17:12.146250Z","submitted_at":"2025-07-11T08:21:08Z","title":"Towards AI-Native RAN: An Operator's Perspective of 6G Day 1 Standardization","version":1},"cited_work":{"arxiv_id":"2507.08403","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2507.08403","snapshot_observed_at":"2026-07-02T21:57:26.121574Z","title":"Towards AI-native RAN: An operator’s perspective of 6G day 1 standardization,","venue":null,"work_id":"4441bee3-703b-48f1-ac44-a1e305d510a2","year":2025},"citing_paper":{"arxiv_id":"2606.08173","last_updated":"2026-06-06T13:36:59Z","snapshot_observed_at":"2026-08-06T15:07:10.198369Z","submitted_at":"2026-06-06T13:36:59Z","title":"AI-Native Closed-Loop Security for 6G-Enabled Cyber-Physical Systems: From Edge Detection to Network-Wide Mitigation","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-06-27T19:21:46.661636Z"},"links":{"cited_paper":"/paper/2507.08403","citing_paper":"/paper/2606.08173"},"observation_digest":"sha256:f8b7423d62f6abe48f5c9ee1eca5fbb26dbc2c9f1c2e7112335042dc71165433","observation_id":"8e37f824-3122-4572-a1cd-7940311692a8","resolution":{"observed_at":"2026-07-02T21:57:26.122958Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2507.08403","last_updated":"2025-07-11T08:21:08Z","snapshot_observed_at":"2026-08-06T18:17:12.146250Z","submitted_at":"2025-07-11T08:21:08Z","title":"Towards AI-Native RAN: An Operator's Perspective of 6G Day 1 Standardization","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2507.08403","snapshot_observed_at":"2026-08-05T16:03:58.856469Z","title":"Towards AI-native RAN: An operator’s perspective of 6G day 1 standardization,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.03614","last_updated":"2026-08-04T13:04:42Z","snapshot_observed_at":"2026-08-06T17:54:21.687648Z","submitted_at":"2026-08-04T13:04:42Z","title":"Test-Time Scalable AI-RAN: Inference Time Allocation for Cell-Free MIMO","version":1},"reference_index":52,"source":"pdf_text","source_observed_at":"2026-08-05T16:03:58.856469Z"},"links":{"cited_paper":"/paper/2507.08403","citing_paper":"/paper/2608.03614"},"observation_digest":"sha256:9ae75e24efea72590f260ca114827b25513e3623603197a766f71aae5ccf6715","observation_id":"e297db25-cbfe-4c05-a5e6-0c913683134d","resolution":{"observed_at":"2026-08-05T16:03:58.856469Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"links":{"evidence":"/evidence","html":"/paper/2507.08403/citation-record","integrity":"/paper/2507.08403/integrity","json":"/paper/2507.08403/citation-record.json","paper":"/paper/2507.08403"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:24:57.282935Z","title":"Architecture enhancements for 5G System (5GS) to support network data analytics services,","venue":null,"work_id":"42911ba2-042a-47f0-9cda-b8a54599609a","year":2025},"citing_paper":{"arxiv_id":"2507.08403","last_updated":"2025-07-11T08:21:08Z","snapshot_observed_at":"2026-08-06T18:17:12.146250Z","submitted_at":"2025-07-11T08:21:08Z","title":"Towards AI-Native RAN: An Operator's Perspective of 6G Day 1 Standardization","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-06T18:24:52.166183Z"},"links":{"citing_paper":"/paper/2507.08403"},"observation_digest":"sha256:c5a4ab66be10b621890dd3484a09ff356fd5c872870eeabb4ad7ff4f12c2763d","observation_id":"08561848-d949-48fc-bbd4-115d882f4f4f","resolution":{"observed_at":"2026-08-06T18:24:57.365088Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:24:57.171262Z","title":"Management and orchestration; Artificial Intelli- gence/ Machine Learning (AI/ML) management,","venue":null,"work_id":"922c73d6-3286-4eab-837c-2bdfdb69276a","year":2025},"citing_paper":{"arxiv_id":"2507.08403","last_updated":"2025-07-11T08:21:08Z","snapshot_observed_at":"2026-08-06T18:17:12.146250Z","submitted_at":"2025-07-11T08:21:08Z","title":"Towards AI-Native RAN: An Operator's Perspective of 6G Day 1 Standardization","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-06T18:24:52.336341Z"},"links":{"citing_paper":"/paper/2507.08403"},"observation_digest":"sha256:f1591c24d6003624b8e5b9188c711d3ea3b7d18eb2b746b8eb54efbe280d66be","observation_id":"63761b84-90f7-446d-8495-32e6f6afbfdc","resolution":{"observed_at":"2026-08-06T18:24:57.219074Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:24:57.038067Z","title":"Architecture enhancements for 5G System (5GS) to support network data analytics services,","venue":null,"work_id":"755ba214-67c4-4c62-b283-e5258f7c1c70","year":2025},"citing_paper":{"arxiv_id":"2507.08403","last_updated":"2025-07-11T08:21:08Z","snapshot_observed_at":"2026-08-06T18:17:12.146250Z","submitted_at":"2025-07-11T08:21:08Z","title":"Towards AI-Native RAN: An Operator's Perspective of 6G Day 1 Standardization","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-06T18:24:52.445077Z"},"links":{"citing_paper":"/paper/2507.08403"},"observation_digest":"sha256:b1f473ab92988bbf4fbbb7d4a55f5cf5e212968e9abcee221f63c3dfd0843ad7","observation_id":"4e72ac1b-f790-4a3a-9ca7-4726dcb441a1","resolution":{"observed_at":"2026-08-06T18:24:57.100973Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:24:56.906252Z","title":"Study on enhancement for data collection for NR and ENDC,","venue":null,"work_id":"cb899c8d-3b51-4b2d-b813-371f952f4d5d","year":2019},"citing_paper":{"arxiv_id":"2507.08403","last_updated":"2025-07-11T08:21:08Z","snapshot_observed_at":"2026-08-06T18:17:12.146250Z","submitted_at":"2025-07-11T08:21:08Z","title":"Towards AI-Native RAN: An Operator's Perspective of 6G Day 1 Standardization","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-06T18:24:52.520699Z"},"links":{"citing_paper":"/paper/2507.08403"},"observation_digest":"sha256:6f3e267e452fa6e3692b55a2f9b0c9299c2d17201bfd519650d4c09955774f5f","observation_id":"bd1ed255-936f-4728-976c-af0bcfc5634d","resolution":{"observed_at":"2026-08-06T18:24:56.974874Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:24:56.816267Z","title":"Study on Artificial Intelligence (AI)/Machine Learning (ML) for NR air interface,","venue":null,"work_id":"99b48ec1-afba-43c1-949a-805e62fab529","year":2019},"citing_paper":{"arxiv_id":"2507.08403","last_updated":"2025-07-11T08:21:08Z","snapshot_observed_at":"2026-08-06T18:17:12.146250Z","submitted_at":"2025-07-11T08:21:08Z","title":"Towards AI-Native RAN: An Operator's Perspective of 6G Day 1 Standardization","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-06T18:24:52.580146Z"},"links":{"citing_paper":"/paper/2507.08403"},"observation_digest":"sha256:16b3ec7e5054ff9d1e4b9f44b56bd8e130dfa05629d53316e2714372d8563c81","observation_id":"5bc4796d-8699-435e-8723-37042d812fa8","resolution":{"observed_at":"2026-08-06T18:24:56.849911Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:24:56.756267Z","title":"Study on Artificial Intelligence (AI)/Machine Learning (ML) for mobility in NR,","venue":null,"work_id":"b1883a39-dedf-4dbd-850e-4c6404931590","year":2024},"citing_paper":{"arxiv_id":"2507.08403","last_updated":"2025-07-11T08:21:08Z","snapshot_observed_at":"2026-08-06T18:17:12.146250Z","submitted_at":"2025-07-11T08:21:08Z","title":"Towards AI-Native RAN: An Operator's Perspective of 6G Day 1 Standardization","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-06T18:24:52.650038Z"},"links":{"citing_paper":"/paper/2507.08403"},"observation_digest":"sha256:06ef95ba2b82e249f7b90fac437af49fffa8af5e9a4b30776baf271266d94280","observation_id":"a48aae47-b987-4b44-a096-d82e26b082a1","resolution":{"observed_at":"2026-08-06T18:24:56.774744Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:24:56.675955Z","title":"Framework and overall objectives of the future development of IMT for 2030 and beyond,","venue":null,"work_id":"cb5a3b1d-a87e-4475-aead-837109e182fc","year":2023},"citing_paper":{"arxiv_id":"2507.08403","last_updated":"2025-07-11T08:21:08Z","snapshot_observed_at":"2026-08-06T18:17:12.146250Z","submitted_at":"2025-07-11T08:21:08Z","title":"Towards AI-Native RAN: An Operator's Perspective of 6G Day 1 Standardization","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-06T18:24:52.712853Z"},"links":{"citing_paper":"/paper/2507.08403"},"observation_digest":"sha256:18eddf3b566e7a2461030a14b96c3b3a6b7a40cf2a1728b6b66aa16ac74edd20","observation_id":"a94caab2-968e-4ed5-9f8e-69a15c427932","resolution":{"observed_at":"2026-08-06T18:24:56.712836Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2103.02823","last_updated":"2021-03-04T03:56:55Z","snapshot_observed_at":"2026-08-06T08:23:06.536619Z","submitted_at":"2021-03-04T03:56:55Z","title":"Toward Native Artificial Intelligence in 6G Networks: System Design, Architectures, and Paradigms","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2103.02823","snapshot_observed_at":"2026-08-06T18:24:52.768914Z","title":"Toward native artificial intelligence in 6g networks: System design, architectures, and paradigms,","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2507.08403","last_updated":"2025-07-11T08:21:08Z","snapshot_observed_at":"2026-08-06T18:17:12.146250Z","submitted_at":"2025-07-11T08:21:08Z","title":"Towards AI-Native RAN: An Operator's Perspective of 6G Day 1 Standardization","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-06T18:24:52.768914Z"},"links":{"cited_paper":"/paper/2103.02823","citing_paper":"/paper/2507.08403"},"observation_digest":"sha256:005c3fd8cd0c00fe7b68b983eaed609ac14c567228143acfa9346e4470fb275c","observation_id":"8beb6198-2afe-4c4e-ab03-053f406bdcfd","resolution":{"observed_at":"2026-08-06T18:24:52.768914Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:24:56.573308Z","title":"Defining ai native: A key enabler for advanced intelligent telecom networks,","venue":null,"work_id":"61b258a9-c0de-4611-b340-ca96919d9aa4","year":2023},"citing_paper":{"arxiv_id":"2507.08403","last_updated":"2025-07-11T08:21:08Z","snapshot_observed_at":"2026-08-06T18:17:12.146250Z","submitted_at":"2025-07-11T08:21:08Z","title":"Towards AI-Native RAN: An Operator's Perspective of 6G Day 1 Standardization","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-06T18:24:52.829875Z"},"links":{"citing_paper":"/paper/2507.08403"},"observation_digest":"sha256:add4ee4d4b759fe23f3d3506b50b1328843e6facef45720409024f7c3ae194b0","observation_id":"098121c5-b14d-494f-b18d-bc84423b89d9","resolution":{"observed_at":"2026-08-06T18:24:56.630205Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:24:56.507327Z","title":"Toward a 6g ai-native air interface,","venue":null,"work_id":"027659dc-29f6-44ce-8f99-42bdb5bb886b","year":2021},"citing_paper":{"arxiv_id":"2507.08403","last_updated":"2025-07-11T08:21:08Z","snapshot_observed_at":"2026-08-06T18:17:12.146250Z","submitted_at":"2025-07-11T08:21:08Z","title":"Towards AI-Native RAN: An Operator's Perspective of 6G Day 1 Standardization","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-06T18:24:52.872166Z"},"links":{"citing_paper":"/paper/2507.08403"},"observation_digest":"sha256:cd5c4eb60c607e3d29e6d50c6f5ff5764eacba012142f8de86d96e47e7d0ee70","observation_id":"573bda16-a483-4eef-a5e8-485c7f77e42d","resolution":{"observed_at":"2026-08-06T18:24:56.528880Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:24:56.437437Z","title":"Overview of AI/ML related Work in 3GPP","venue":null,"work_id":"0417929b-2cd1-4bc2-b2cb-6169a203759c","year":2025},"citing_paper":{"arxiv_id":"2507.08403","last_updated":"2025-07-11T08:21:08Z","snapshot_observed_at":"2026-08-06T18:17:12.146250Z","submitted_at":"2025-07-11T08:21:08Z","title":"Towards AI-Native RAN: An Operator's Perspective of 6G Day 1 Standardization","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-06T18:24:52.913093Z"},"links":{"citing_paper":"/paper/2507.08403"},"observation_digest":"sha256:452a0354875f46e33a8ce0014adac7d521c6dc768940c7b6560e82b4396d8264","observation_id":"64fe1d44-574c-4d12-bffb-1bc478b2cf05","resolution":{"observed_at":"2026-08-06T18:24:56.470034Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2501.09007","last_updated":"2025-01-15T18:47:05Z","snapshot_observed_at":"2026-07-06T20:21:32.898812Z","submitted_at":"2025-01-15T18:47:05Z","title":"AI-RAN: Transforming RAN with AI-driven Computing Infrastructure","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2501.09007","snapshot_observed_at":"2026-08-06T18:24:52.947286Z","title":"Ai-ran: Transforming ran with ai- driven computing infrastructure,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2507.08403","last_updated":"2025-07-11T08:21:08Z","snapshot_observed_at":"2026-08-06T18:17:12.146250Z","submitted_at":"2025-07-11T08:21:08Z","title":"Towards AI-Native RAN: An Operator's Perspective of 6G Day 1 Standardization","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-06T18:24:52.947286Z"},"links":{"cited_paper":"/paper/2501.09007","citing_paper":"/paper/2507.08403"},"observation_digest":"sha256:ad498475cf2c5be469a4dad0d4a90b96b9e6f93e7542e5522d042d4827851228","observation_id":"cdce1a00-26d9-4c14-b5e1-b2d83863c3ff","resolution":{"observed_at":"2026-08-06T18:24:52.947286Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:24:56.363029Z","title":"Intelligent ran automation for 5g and beyond,","venue":null,"work_id":"451f98b5-4c86-49d9-b35b-265b7eea20a7","year":2023},"citing_paper":{"arxiv_id":"2507.08403","last_updated":"2025-07-11T08:21:08Z","snapshot_observed_at":"2026-08-06T18:17:12.146250Z","submitted_at":"2025-07-11T08:21:08Z","title":"Towards AI-Native RAN: An Operator's Perspective of 6G Day 1 Standardization","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-06T18:24:52.981077Z"},"links":{"citing_paper":"/paper/2507.08403"},"observation_digest":"sha256:11f29fd44e9598663b85a6173606ad7b20b230682df4cc5df955f6eeae704cd3","observation_id":"7e93ae7b-252e-4e30-9447-8b6192bbf367","resolution":{"observed_at":"2026-08-06T18:24:56.390134Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:24:56.291476Z","title":"Rethinking ran architecture for deep fusion of ai and communication in 6g,","venue":null,"work_id":"d2c5285a-fe10-4a5f-9e82-5735fee6aa18","year":2025},"citing_paper":{"arxiv_id":"2507.08403","last_updated":"2025-07-11T08:21:08Z","snapshot_observed_at":"2026-08-06T18:17:12.146250Z","submitted_at":"2025-07-11T08:21:08Z","title":"Towards AI-Native RAN: An Operator's Perspective of 6G Day 1 Standardization","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-06T18:24:53.027661Z"},"links":{"citing_paper":"/paper/2507.08403"},"observation_digest":"sha256:441d94352ab5896b1e764dc720a77031d096afa0639a5e84b483938b15a55cc2","observation_id":"eb84c0bc-706a-4b55-8c34-111ffbd49b1e","resolution":{"observed_at":"2026-08-06T18:24:56.319640Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:24:56.225571Z","title":"5G System (5GS); Study on traffic characteristics and performance requirements for AI/ML model trans- fer,","venue":null,"work_id":"3489089a-bee8-4d12-b25e-021fb64a3b73","year":2021},"citing_paper":{"arxiv_id":"2507.08403","last_updated":"2025-07-11T08:21:08Z","snapshot_observed_at":"2026-08-06T18:17:12.146250Z","submitted_at":"2025-07-11T08:21:08Z","title":"Towards AI-Native RAN: An Operator's Perspective of 6G Day 1 Standardization","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-06T18:24:53.060008Z"},"links":{"citing_paper":"/paper/2507.08403"},"observation_digest":"sha256:f2284f9ac051ad0d5084df92ec626d6d8b28cd9e765b5420ec1870ed7b7b932c","observation_id":"52f8abd6-6847-44ea-bcc3-beb569557197","resolution":{"observed_at":"2026-08-06T18:24:56.258407Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:24:56.122945Z","title":"System architecture for the 5G System (5GS),","venue":null,"work_id":"8312763e-7333-4a6a-a6ee-47c2937ea5b1","year":2025},"citing_paper":{"arxiv_id":"2507.08403","last_updated":"2025-07-11T08:21:08Z","snapshot_observed_at":"2026-08-06T18:17:12.146250Z","submitted_at":"2025-07-11T08:21:08Z","title":"Towards AI-Native RAN: An Operator's Perspective of 6G Day 1 Standardization","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-06T18:24:53.118390Z"},"links":{"citing_paper":"/paper/2507.08403"},"observation_digest":"sha256:0a610e722f28f8b13877e890d44991761162c425bbb19cd8afd5a50e30c67b99","observation_id":"b84601bc-c216-487f-9a33-32d7ddbb9cb8","resolution":{"observed_at":"2026-08-06T18:24:56.180739Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:24:56.043209Z","title":"Data Collection and Reporting; General De- scription and Architecture,","venue":null,"work_id":"abb468aa-16f3-4579-b8fc-5081b060ec79","year":2024},"citing_paper":{"arxiv_id":"2507.08403","last_updated":"2025-07-11T08:21:08Z","snapshot_observed_at":"2026-08-06T18:17:12.146250Z","submitted_at":"2025-07-11T08:21:08Z","title":"Towards AI-Native RAN: An Operator's Perspective of 6G Day 1 Standardization","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-06T18:24:53.197018Z"},"links":{"citing_paper":"/paper/2507.08403"},"observation_digest":"sha256:616204bf75f846df747cee647d9e022d4406faf8bdb7894a9f94d6ad1b750cde","observation_id":"26ff563e-056e-4067-9a76-aa66c0babd18","resolution":{"observed_at":"2026-08-06T18:24:56.075693Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:24:55.934787Z","title":"Study on Artificial Intelligence and Machine learning in 5G media services,","venue":null,"work_id":"e81fdbdf-42e0-42d1-bc1c-5e9d6701394e","year":2025},"citing_paper":{"arxiv_id":"2507.08403","last_updated":"2025-07-11T08:21:08Z","snapshot_observed_at":"2026-08-06T18:17:12.146250Z","submitted_at":"2025-07-11T08:21:08Z","title":"Towards AI-Native RAN: An Operator's Perspective of 6G Day 1 Standardization","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-06T18:24:53.302104Z"},"links":{"citing_paper":"/paper/2507.08403"},"observation_digest":"sha256:6bd8a6c901837338cad6f3dd953abe97f0d2000921aec50d91752b1fb978cb99","observation_id":"0575a2b3-d381-4ce5-8ca0-5edb2382d003","resolution":{"observed_at":"2026-08-06T18:24:55.984971Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:24:55.781406Z","title":"Study on 3GPP AI/ML Consistency Alignment,","venue":null,"work_id":"c82844c7-8406-4720-b1cf-52cc74eb988d","year":2025},"citing_paper":{"arxiv_id":"2507.08403","last_updated":"2025-07-11T08:21:08Z","snapshot_observed_at":"2026-08-06T18:17:12.146250Z","submitted_at":"2025-07-11T08:21:08Z","title":"Towards AI-Native RAN: An Operator's Perspective of 6G Day 1 Standardization","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-06T18:24:53.389059Z"},"links":{"citing_paper":"/paper/2507.08403"},"observation_digest":"sha256:3c3b424d564e0ddf97f98cb564df9c15d687e3a2dba806764ab9676ae5cd79ff","observation_id":"9d7bbd27-248c-4be8-902e-0b8e1e650cf1","resolution":{"observed_at":"2026-08-06T18:24:55.861257Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:24:55.655772Z","title":"O-RAN Architecture Description,","venue":null,"work_id":"46a92026-b23f-4bc4-a629-e6459b49db62","year":2024},"citing_paper":{"arxiv_id":"2507.08403","last_updated":"2025-07-11T08:21:08Z","snapshot_observed_at":"2026-08-06T18:17:12.146250Z","submitted_at":"2025-07-11T08:21:08Z","title":"Towards AI-Native RAN: An Operator's Perspective of 6G Day 1 Standardization","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-06T18:24:53.423545Z"},"links":{"citing_paper":"/paper/2507.08403"},"observation_digest":"sha256:4918368e81add5a162c232ef032293a668aecfbdfb488d9122be5f1e734f5ea7","observation_id":"f4bc427f-7b81-4b5d-888f-a5d550b05c3c","resolution":{"observed_at":"2026-08-06T18:24:55.701247Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:24:55.553213Z","title":"O-RAN Non-RT RIC: Architecture,","venue":null,"work_id":"9d3f9c08-1097-43af-951e-e4e3ede7878f","year":2024},"citing_paper":{"arxiv_id":"2507.08403","last_updated":"2025-07-11T08:21:08Z","snapshot_observed_at":"2026-08-06T18:17:12.146250Z","submitted_at":"2025-07-11T08:21:08Z","title":"Towards AI-Native RAN: An Operator's Perspective of 6G Day 1 Standardization","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-06T18:24:53.487761Z"},"links":{"citing_paper":"/paper/2507.08403"},"observation_digest":"sha256:aade8933b99b63a09c2871ea1ef6364e1d2b0f653e56c52c15547c8f85e0208e","observation_id":"9fc59d4f-5ef8-4843-8420-96fd947a7afa","resolution":{"observed_at":"2026-08-06T18:24:55.617631Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:24:55.413528Z","title":"O-RAN Near-RT RIC Architecture,","venue":null,"work_id":"0ff3333b-fb5c-4409-bbfe-d43365a4b37f","year":2024},"citing_paper":{"arxiv_id":"2507.08403","last_updated":"2025-07-11T08:21:08Z","snapshot_observed_at":"2026-08-06T18:17:12.146250Z","submitted_at":"2025-07-11T08:21:08Z","title":"Towards AI-Native RAN: An Operator's Perspective of 6G Day 1 Standardization","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-06T18:24:53.537318Z"},"links":{"citing_paper":"/paper/2507.08403"},"observation_digest":"sha256:0c8655292e6fdb914586f7ee1d814b94031d120db8c418b501293baca99cfaad","observation_id":"5d5aa6ae-ec98-49e1-85a9-d0b45d812ef3","resolution":{"observed_at":"2026-08-06T18:24:55.465370Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:24:55.316910Z","title":"O-RAN Use Cases and Require- ments,","venue":null,"work_id":"7b717509-92fe-477c-913e-ca9d666fcf84","year":2024},"citing_paper":{"arxiv_id":"2507.08403","last_updated":"2025-07-11T08:21:08Z","snapshot_observed_at":"2026-08-06T18:17:12.146250Z","submitted_at":"2025-07-11T08:21:08Z","title":"Towards AI-Native RAN: An Operator's Perspective of 6G Day 1 Standardization","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-06T18:24:53.573935Z"},"links":{"citing_paper":"/paper/2507.08403"},"observation_digest":"sha256:5e6afdd502d52b6b56b2976b0d379676ff9b2455679d883ae70f66019d201149","observation_id":"4dcf5d89-b3d4-4406-888b-db540b390921","resolution":{"observed_at":"2026-08-06T18:24:55.367574Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:24:55.243692Z","title":"Architectural framework for machine learning in future networks including IMT-2020,","venue":null,"work_id":"63ac78da-3692-4750-ba3d-1a4296ba08ea","year":2020},"citing_paper":{"arxiv_id":"2507.08403","last_updated":"2025-07-11T08:21:08Z","snapshot_observed_at":"2026-08-06T18:17:12.146250Z","submitted_at":"2025-07-11T08:21:08Z","title":"Towards AI-Native RAN: An Operator's Perspective of 6G Day 1 Standardization","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-06T18:24:53.637058Z"},"links":{"citing_paper":"/paper/2507.08403"},"observation_digest":"sha256:e2c251a060134836f1fc89a9f00e26c7196794242744b22710ebb26312aa2893","observation_id":"d9ee7f06-2bfc-461d-b6c9-2cd705a78764","resolution":{"observed_at":"2026-08-06T18:24:55.271483Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:24:55.192343Z","title":"Autonomous networks - Architecture frame- work,","venue":null,"work_id":"f6f3df96-0a8b-40d1-adaa-d6b63a014801","year":2023},"citing_paper":{"arxiv_id":"2507.08403","last_updated":"2025-07-11T08:21:08Z","snapshot_observed_at":"2026-08-06T18:17:12.146250Z","submitted_at":"2025-07-11T08:21:08Z","title":"Towards AI-Native RAN: An Operator's Perspective of 6G Day 1 Standardization","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-06T18:24:53.691584Z"},"links":{"citing_paper":"/paper/2507.08403"},"observation_digest":"sha256:7376e9d1fefc218c34e8cbf4ddd0c60a4d74d41943783fdddb252ba3465d2c0c","observation_id":"b6a7f050-87aa-47e1-a67a-f16fba2e8da8","resolution":{"observed_at":"2026-08-06T18:24:55.215053Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:24:55.134745Z","title":"Experiential Networked Intelligence (ENI); ENI requirements,","venue":null,"work_id":"4c2c6efe-add1-4680-826a-13e11aa43c02","year":2023},"citing_paper":{"arxiv_id":"2507.08403","last_updated":"2025-07-11T08:21:08Z","snapshot_observed_at":"2026-08-06T18:17:12.146250Z","submitted_at":"2025-07-11T08:21:08Z","title":"Towards AI-Native RAN: An Operator's Perspective of 6G Day 1 Standardization","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-06T18:24:53.782437Z"},"links":{"citing_paper":"/paper/2507.08403"},"observation_digest":"sha256:0f85464bca46bfcf81fe4941df81995eba1242578e5ed17cac2a13f822c5f4e6","observation_id":"b58d8cf2-4dd0-4a4d-bc41-981eaa49bdf6","resolution":{"observed_at":"2026-08-06T18:24:55.161642Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:24:55.048270Z","title":"Zero-touch network and Service Management (ZSM); Reference Architecture,","venue":null,"work_id":"c79c4100-f2ed-46a3-bbf3-4312d5fad12f","year":2019},"citing_paper":{"arxiv_id":"2507.08403","last_updated":"2025-07-11T08:21:08Z","snapshot_observed_at":"2026-08-06T18:17:12.146250Z","submitted_at":"2025-07-11T08:21:08Z","title":"Towards AI-Native RAN: An Operator's Perspective of 6G Day 1 Standardization","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-06T18:24:53.841580Z"},"links":{"citing_paper":"/paper/2507.08403"},"observation_digest":"sha256:e5fa0f9630581e2674a6830ec8463611b3c7b65c8c5dff3e8a4db109ede24ac6","observation_id":"4774cd83-2b46-4f0e-89ee-ea331a398e91","resolution":{"observed_at":"2026-08-06T18:24:55.093992Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:24:54.957406Z","title":"CMCC’s views on 6G RAN study,","venue":null,"work_id":"c7c259d4-b2d9-4f1c-a3d9-417e6c91da0a","year":2025},"citing_paper":{"arxiv_id":"2507.08403","last_updated":"2025-07-11T08:21:08Z","snapshot_observed_at":"2026-08-06T18:17:12.146250Z","submitted_at":"2025-07-11T08:21:08Z","title":"Towards AI-Native RAN: An Operator's Perspective of 6G Day 1 Standardization","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-06T18:24:53.965468Z"},"links":{"citing_paper":"/paper/2507.08403"},"observation_digest":"sha256:1e5eb3370d6bcce6409d50f4c1c251eefd5bc27cc3d8fd0ac72bf5eac0de781b","observation_id":"6e8b5539-60f2-4f9d-97f7-db49a94fecd9","resolution":{"observed_at":"2026-08-06T18:24:55.016962Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:24:54.856672Z","title":"A unified data collection framework based on the data plane for 6G","venue":null,"work_id":"de3b88c6-0e38-4a71-aac3-0a80fb1c164b","year":2025},"citing_paper":{"arxiv_id":"2507.08403","last_updated":"2025-07-11T08:21:08Z","snapshot_observed_at":"2026-08-06T18:17:12.146250Z","submitted_at":"2025-07-11T08:21:08Z","title":"Towards AI-Native RAN: An Operator's Perspective of 6G Day 1 Standardization","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-06T18:24:54.041079Z"},"links":{"citing_paper":"/paper/2507.08403"},"observation_digest":"sha256:de4bb6262b3a592c9af2bcac21d644e32d12f5cbc5e1c42ec549d9db933da818","observation_id":"81816143-b544-44c2-8bab-5d05199517b7","resolution":{"observed_at":"2026-08-06T18:24:54.908294Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:24:54.128449Z","title":"Mobile edge intelligence for large language models: A contemporary survey,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2507.08403","last_updated":"2025-07-11T08:21:08Z","snapshot_observed_at":"2026-08-06T18:17:12.146250Z","submitted_at":"2025-07-11T08:21:08Z","title":"Towards AI-Native RAN: An Operator's Perspective of 6G Day 1 Standardization","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-06T18:24:54.128449Z"},"links":{"citing_paper":"/paper/2507.08403"},"observation_digest":"sha256:e6a144478d6595517bf5d19cbbf69b0fa6e1e9c06b9d2e6b6f752aac446fc11a","observation_id":"e31020ec-c357-4b3e-ad3e-51d397a910e5","resolution":{"observed_at":"2026-08-06T18:24:54.128449Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:24:54.771275Z","title":"Joint communication and computing resource optimiza- tion for collaborative ai inference in mobile networks,","venue":null,"work_id":"d7711e5c-fe0c-4cf6-b992-4deaa410ef9e","year":2023},"citing_paper":{"arxiv_id":"2507.08403","last_updated":"2025-07-11T08:21:08Z","snapshot_observed_at":"2026-08-06T18:17:12.146250Z","submitted_at":"2025-07-11T08:21:08Z","title":"Towards AI-Native RAN: An Operator's Perspective of 6G Day 1 Standardization","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-06T18:24:54.206818Z"},"links":{"citing_paper":"/paper/2507.08403"},"observation_digest":"sha256:64c142aa0cd6bebae556e3b42c502118ecfd9f53f765fc17a41dab26efd1434b","observation_id":"c6a69024-8b64-4d21-8709-1af1f3f80985","resolution":{"observed_at":"2026-08-06T18:24:54.813628Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:24:54.641094Z","title":"Common API Framework for 3GPP Northbound APIs,","venue":null,"work_id":"2df9f718-374e-432e-9e7e-040021201520","year":2025},"citing_paper":{"arxiv_id":"2507.08403","last_updated":"2025-07-11T08:21:08Z","snapshot_observed_at":"2026-08-06T18:17:12.146250Z","submitted_at":"2025-07-11T08:21:08Z","title":"Towards AI-Native RAN: An Operator's Perspective of 6G Day 1 Standardization","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-06T18:24:54.283946Z"},"links":{"citing_paper":"/paper/2507.08403"},"observation_digest":"sha256:18c451d0e90c5dd20684eca58b1b5f47172006b615f053542d6bf5938e147921","observation_id":"d41f2867-9530-4190-866f-c468e02373e8","resolution":{"observed_at":"2026-08-06T18:24:54.720447Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T18:24:54.480652Z","title":"Focus Group on Artificial Intelligence Native for Telecommunication Networks (FG AINN)","venue":null,"work_id":"d8894ef3-75f3-4dd0-bf8a-72dc29ea5701","year":null},"citing_paper":{"arxiv_id":"2507.08403","last_updated":"2025-07-11T08:21:08Z","snapshot_observed_at":"2026-08-06T18:17:12.146250Z","submitted_at":"2025-07-11T08:21:08Z","title":"Towards AI-Native RAN: An Operator's Perspective of 6G Day 1 Standardization","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-06T18:24:54.352187Z"},"links":{"citing_paper":"/paper/2507.08403"},"observation_digest":"sha256:23107e2d58e22f6a2d2faacabd90c8c29db3e43231c34ce9724ce486c0774271","observation_id":"2b967fc3-bc6a-4b61-89ad-27be5fce0bf3","resolution":{"observed_at":"2026-08-06T18:24:54.565716Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2507.08403","last_updated":"2025-07-11T08:21:08Z","latest_version":1,"primary_category":"cs.NI","snapshot_observed_at":"2026-08-06T18:17:12.146250Z","submitted_at":"2025-07-11T08:21:08Z","title":"Towards AI-Native RAN: An Operator's Perspective of 6G Day 1 Standardization"},"reference_resolution":{"displayed":33,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":3,"verified_exact":0,"verified_fuzzy":30},"total_outbound_references":33},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"thesis":"As of 6 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 2 inbound Pith citation observations for arXiv:2507.08403."}