Standardization

No.Standardisation ActivitySDO / OrganizationTechnical GroupDescriptionPartnerDateLink
1Example template for documenting ethical issues of an AI systemISO/IECJTC1/SC42Debated and commented ISO/IEC NP TS 25571 “Artificial Intelligence – Example template for documenting ethical issues of an AI system”.CELJanuary 2025N/A
2Environmental sustainability aspects of AI systemsISO/IECJTC1/SC42Debated and commented ISO/IEC DTR 20226 “Information technology – Artificial intelligence – Environmental sustainability aspects of AI systems”.CELFebruary 2025N/A
3VIAVI input on outstanding Testability and Interoperability issues for Beam Management3GPP RAN4VIAVI input on outstanding Testability and Interoperability issues for Beam Management. This contribution is connected to 6G-DALI through VIAVI’s role as the testbed provider in the project, where testability and interoperability of AI/ML-relevant RAN features are core concerns reflected in the project Digital Twin Testbed plan.VIAVIFebruary 2025https://www.3gpp.org/ftp/tsg_ran/WG4_Radio/TSGR4_114/Inbox/Tdoclist
4Guidance on addressing societal concerns and ethical considerationsISO/IECJTC1/SC42Debated and commented ISO/IEC CD TS 22443 “Information technology – Artificial intelligence – Guidance on addressing societal concerns and ethical considerations”.CELMarch 2025N/A
5New work-item on cybersecurity data exchangeETSI TC CYBERWork-item description approved, including semantics and provenance considerations, aligned with the work in TC DATATIDMarch 2025https://portal.etsi.org/webapp/WorkProgram/Report_WorkItem.asp?WKI_ID=74827
6Project demonstrationIETFHackathon – IETF122Demonstration of the microservice implementation of YANG data provenanceTIDMarch 2025https://datatracker.ietf.org/meeting/122/materials/slides-122-hackathon-sessd-on-the-use-of-yang-provenance-signatures-01
7Update on Internet DraftIETFOPSAWG – IETF122Update and presentation on YANG data provenance, to go for the adoption call by the WGTIDMarch 2025https://datatracker.ietf.org/doc/draft-ietf-opsawg-yang-provenance/
8Update on Internet DraftIETFOPSAWG – IETF122Update and presentation on telemetry data manifestTIDMarch 2025https://datatracker.ietf.org/meeting/122/materials/slides-122-opsawg-a-data-manifest-for-contextualized-telemetry-data-00
9Group chairIETFGREEN – IETF122Chairing and coordination of group meetings and activities, including contacts with W3C, ETSI, ITU-T and the IESG within IETF itselfTIDMarch 2025https://datatracker.ietf.org/meeting/122/materials/agenda-122-green-02
10Coordination of ETSI and IETFIETFNMOP – IETF122Brief introduction to TC DATA and the application of semantic models for network OAMTIDMarch 2025https://datatracker.ietf.org/meeting/122/materials/slides-122-nmop-1-chairs-slides-01
11Update on Internet DraftIETFNMRG – IETF122Update on the draft on NDT foundations and architectureTIDMarch 2025https://datatracker.ietf.org/meeting/122/materials/slides-122-nmrg-network-digital-twin-concepts-and-reference-architecture-00
12Presentation at side meetingIETFSide Meetings – IETF122Side meeting on Data Secure Processing for AI, introducing questions on data governanceTIDMarch 2025https://trello.com/c/JwtMkJzN/56-1315-1445-enabling-data-security-trust-and-privacy-for-ai-in-future-network
13AI system impact assessmentISO/IECJTC1/SC42Debated and commented ISO/IEC FDIS 42005 “Information technology – Artificial intelligence – AI system impact assessment”.CELApril
2025
N/A
14Coordination and leadershipETSI ZSM – ZSM30Chair reflections on the next term for ZSM, considering alternatives and future structureTIDApril
2025
https://pad-public.etsi.org/p/ZSM30
https://docbox.etsi.org/ISG/ZSM/05-CONTRIBUTIONS/2025/ZSM(25)000080r2_Chairman_Perspective_-_ZSM_30.pptx
https://docbox.etsi.org/ISG/ZSM/05-CONTRIBUTIONS/2025/ZSM(25)000082_ZSM_30_Meeting_Report.docx
15Document updateETSI ZSM – ZSM30Discussions on multi-domain scenarios, agent supervision, identity management, and supervision mechanisms in ZSM020TIDApril
2025
https://pad-public.etsi.org/p/ZSM30
16Document updateETSI ZSM – ZSM30Discussion on the applicability of smart contracts (as described in ZSM016) in NaaS scenarios, as defined in ZSM019TIDApril
2025
https://pad-public.etsi.org/p/ZSM30
17Coordination and leadershipETSI ZSM – ZSM30Joint session with CCSA TC17, exploring collaboration on aspects related to Autonomous Networks, NDTs, agents and LLMsTIDApril
2025
https://docbox.etsi.org/ISG/ZSM/05-CONTRIBUTIONS/2025/ZSM(25)000029_ETSI_ZSM30_CCSA_TC7_workshop_planning.docx
https://docbox.etsi.org/ISG/ZSM/05-CONTRIBUTIONS/2025/ZSM(25)000082_ZSM_30_Meeting_Report.docx
18New work-itemETSI TC DATA – DATA1New work-item on Smart contractsTIDApril
2025
https://portal.etsi.org/webapp/WorkProgram/Report_WorkItem.asp?WKI_ID=74839
19New work-itemETSI TC DATA – DATA1New work-item on  Oracles for Smart Contracts executed in Electronic LedgersTIDApril
2025
https://portal.etsi.org/webapp/WorkProgram/Report_WorkItem.asp?WKI_ID=74879
20New work-itemETSI TC DATA – DATA1New work-item on data quality metricsTIDApril
2025
https://portal.etsi.org/webapp/WorkProgram/Report_WorkItem.asp?WKI_ID=74875
21New work-itemETSI TC DATA – DATA1New work-item on Landscape of Relevant Standards and Technologies for DataTIDApril
2025
https://portal.etsi.org/webapp/WorkProgram/Report_WorkItem.asp?WKI_ID=74880
22New work-itemETSI TC DATA – DATA1Four new work-items on NGSI-LD evolutionTIDApril
2025
https://portal.etsi.org/webapp/WorkProgram/Report_WorkItem.asp?WKI_ID=74870
https://portal.etsi.org/webapp/WorkProgram/Report_WorkItem.asp?WKI_ID=74871
https://portal.etsi.org/webapp/WorkProgram/Report_WorkItem.asp?WKI_ID=74872
https://portal.etsi.org/webapp/WorkProgram/Report_WorkItem.asp?WKI_ID=74873
23Update on TC DATAETSI TC DATA – DATA1TC DATA introduction at the 6GFORGE eventTIDApril
2025
https://telcoforge.com/agenda-6g-forge-2025/
24Internet Draft on YANG data provenanceIETFOPSAWG – n/aAdopted as WG document, progressing towards becoming a RFCTIDMay
2025
https://datatracker.ietf.org/doc/draft-ietf-opsawg-yang-provenance/
25Proposed and ratifiedETSITC DATAPoC framework for TC DATATIDMay
2025
https://portal.etsi.org/webapp/WorkProgram/Report_WorkItem.asp?WKI_ID=74896
26Explainability and interpretability of ML/AI systemsISO/IECJTC1/SC42Debated and commented ISO/IEC DTS 6254 “Information technology – Artificial intelligence – Objectives and approaches for explainability and interpretability of machine learning (ML) models and artificial intelligence (AI) systems”.CELMay
2025
N/A
27VIAVI views on Release 20 RAN Working Group Study Items for 6G3GPPTSG-RAN PlenaryVIAVI views on the Release 20 RAN Working Group Study Items for 6G, including AI for the Air Interface. This contribution is directly aligned with 6G-DALI’s central scope of AI/ML operations for 6G and engages a primary target SDO of the project’s standardization KPI.VIAVIJune
2025
28Document updateETSI ZSM – ZSM31Link to the work in IETF NASR and WIMSE on geolocation and path property attestation for ZSM019TIDJune
2025
https://pad-public.etsi.org/p/ZSM31
https://docbox.etsi.org/ISG/ZSM/05-CONTRIBUTIONS/2025/ZSM(25)000018_ZSM019_Clause_7_1_Background.docx
29Document updateETSI ZSM – ZSM31Discussion on identity management and access governance for ZSM019TIDJune
2025
https://pad-public.etsi.org/p/ZSM31
https://docbox.etsi.org/ISG/ZSM/05-CONTRIBUTIONS/2025/ZSM(25)000111_ZSM19_Clause_6_2_.docx
30Coordination and leadershipETSI ZSM – ZSM31Reflections on the future of the group and discussion on the potential ZSM extensionTIDJune
2025
https://pad-public.etsi.org/p/ZSM31
https://docbox.etsi.org/ISG/ZSM/05-CONTRIBUTIONS/2025/ZSM(25)000130_Chairman_Perspective_-_ZSM_31.pptx
31Coordination and leadershipETSI TC DATA – DATA2TC DATA leadership. Perspectives on TC structure and the work program for the next monthsTIDJuly
2025
https://docbox.etsi.org/DATA/DATA/05-Contributions/2025/DATA(25)000004r1_DATA_01_-_Draft_Meeting_Report.docx
https://docbox.etsi.org/DATA/DATA/05-Contributions/2025/DATA(25)002039_Chair_Perspectives_for_DATA_02.pptx
32Coordination and leadershipETSI TC DATA – DATA2Proposal on the WG structure of TC DATATIDJuly
2025
https://docbox.etsi.org/DATA/DATA/05-Contributions/2025/DATA(25)002045_Guidelines_on_TC_DATA_WG_Structure.pptx
33New work-itemETSI TC DATA – DATA2New work item on Ontology mechanisms in support of the European Data ActTIDJuly
2025
https://portal.etsi.org/webapp/WorkProgram/Report_WorkItem.asp?WKI_ID=75367
34New work-itemETSI TC DATA – DATA2New work item on data catalogue mechanisms in support of the European Data ActTIDJuly
2025
https://portal.etsi.org/webapp/WorkProgram/Report_WorkItem.asp?WKI_ID=75368
35New work-itemETSITC DATA – DATA2New work item on SAREF on NGSI-LDTIDJuly
2025
https://portal.etsi.org/webapp/WorkProgram/Report_WorkItem.asp?WKI_ID=75351
36Project demonstrationIETFHackathon – IETF123Demonstrator of the reference implementation for YANG data provenanceTIDJuly
2025
https://datatracker.ietf.org/meeting/123/materials/slides-123-hackathon-sessd-yang-provenance-02
37Project demonstrationIETFHackathon – IETF123Demonstrator of the application of knowledge graphs to construct NDTsTIDJuly
2025
https://datatracker.ietf.org/meeting/123/materials/slides-123-hackathon-sessd-mouseworld-knowledge-graphs-for-network-digital-twins-00
38Document updateIETFIVY – IETF123New version of the Internet draft on entitlement modeling, presented at the IVY meetingTIDJuly
2025
https://www.ietf.org/archive/id/draft-mcd-ivy-entitlement-inventory-02.html
39Document updateIETFNETCONF – IETF123New version of the Internet draft on configuration tracing appointed for WG lat callTIDJuly
2025
https://datatracker.ietf.org/doc/draft-ietf-netconf-configuration-tracing/
40Document updateIETFNETCONF – IETF123New version of the Internet draft on the YANG augment realationship, presented at the NETCONF meetingTIDJuly
2025
https://datatracker.ietf.org/doc/html/draft-ietf-netconf-yang-library-augmentedby-11
41Presentation at WG meetingIETFNMOP – IETF123Update on the use of knowledge graphs for network managementTIDJuly
2025
https://datatracker.ietf.org/meeting/123/materials/slides-123-nmop-knowledge-graph-update-00
42Document updateIETFNMRG – IETF123New Internet draft on the use of MCP for network management, presented at the NMRG meetingTIDJuly
2025
https://datatracker.ietf.org/doc/html/draft-yang-nmrg-mcp-nm-00
43Document updateIETFNMRG – IETF123New Internet draft on the applicability of A2A to network managementTIDJuly
2025
https://datatracker.ietf.org/doc/html/draft-yang-nmrg-a2a-nm-00
44Document updateIETFOPSAWG – IETF123New version of the Internet draft on telemetry data manifestTIDJuly
2025
https://www.ietf.org/archive/id/draft-ietf-opsawg-collected-data-manifest-09.html
45Document publicationIETFOPSAWG – IETF123Requested publication of the Internet draft on telemetry data manifestTIDJuly
2025
https://datatracker.ietf.org/doc/draft-ietf-opsawg-collected-data-manifest/
46Document updateIETFOPSAWG – IETF123New version of the Internet draft on data provenance, presented at the OPSAWG meetingTIDJuly
2025
https://www.ietf.org/archive/id/draft-ietf-opsawg-yang-provenance-01.html
47Side meetingIETFOPS Area – IETF123Side meeting on AI agents. Presentation of the Internet draft  “AI Agent protocols for 6G systems”TIDJuly
2025
https://www.ietf.org/archive/id/draft-stephan-ai-agent-6g-00.html
48Side meetingIETFNMOP – IETF123Side meeting of Knowledge Graph Design Team: New version of the Internet draft on knowledge graphs for network operation, discussed at the side meetingTIDJuly
2025
https://www.ietf.org/archive/id/draft-mackey-nmop-kg-for-netops-02.html
49Appointment by WG chairIETFNMOP – n/aAppointment of the Knowledge Graph Design TeamTIDJuly
2025
https://mailarchive.ietf.org/arch/msg/nmop/Rx2KmaKcVzbs1KhWskvrCxeQ_ZE/
50Coordination and leadershipETSI ZSM – ZSM32Discussions on the future of network activities within ETSI, led by the network transformation ISGs: NFV, MEC and ZSM. Presentation at ETSI BoardTIDSeptember 2025https://docbox.etsi.org/ISG/ZSM/05-CONTRIBUTIONS/2025/ZSM(25)000198_ZSM_32_Meeting_Report.docx
https://docbox.etsi.org/ISG/ZSM/05-CONTRIBUTIONS/2025/ZSM(25)000194_Chairman_Perspective_-_ZSM_32.pptx
https://docbox.etsi.org/ISG/MEC/05-CONTRIBUTIONS/2025/MEC(25)000355_TC_DATA_Teaming_Up_in_Support_of_Open_Data_Solutions.zip
https://docbox.etsi.org/Board/2025_Board/BOARD(25)Networks_004_ISG_ZSM.pptx
51Demonstrator scenariosETSI ZSM – ZSM32Coordination with other ETSI groups on the realization of interoperability demonstration events, PLUGTESTSTIDSeptember 2025https://docbox.etsi.org/ISG/ZSM/05-CONTRIBUTIONS/2025/ZSM(25)000197r1_Reply_to_ETSI_ISG_NFV_on_their_LS_on_Joint_Plugtests_Activit.docx
52Coordination and leadershipETSI TC DATA – DATA3Update on TC DATA workplan, structure, objectives and standardsTIDOctober 2025https://docbox.etsi.org/DATA/DATA/05-Contributions/2025/DATA(25)003041r2_Chair_Perspectives_for_DATA_03.pptx
https://docbox.etsi.org/DATA/DATA/05-Contributions/2025/DATA(25)003046_Draft_ToR_for_WG_on_vertical_Products__Applications__and_Ser.docx
https://docbox.etsi.org/DATA/DATA/05-Contributions/2025/DATA(25)003042_Draft_ToR_for_WG_Semantic_and_data_models.docx
https://docbox.etsi.org/DATA/DATA/05-Contributions/2025/DATA(25)000093r2_ToR_for_Data_Infrastructure_WG.docx
https://docbox.etsi.org/DATA/DATA/05-Contributions/2025/DATA(25)003004_DATA_03_-_Draft_Meeting_Report.docx
53Demonstrator scenariosETSI TC DATA – DATA3TC DATA PoC framework approvedTIDOctober 2025https://docbox.etsi.org/DATA/DATA/05-Contributions/2025/DATA(25)003047_TS_DATA-00104200__v0_0_5__TS_104_200___Proof_of_Concept_Fram.zip
https://docbox.etsi.org/DATA/DATA/05-Contributions/2025/DATA(25)003004_DATA_03_-_Draft_Meeting_Report.docx
54Report on regulatory supportETSI TC DATA – DATA3Semestral report on the ESR for the European Trusted Data FrameworkTIDOctober 2025https://docbox.etsi.org/DATA/DATA/05-Contributions/2025/DATA(25)003011_M_614_European_Trusted_Data_Framework_First_semestrial_repor.zip
https://docbox.etsi.org/DATA/DATA/05-Contributions/2025/DATA(25)003004_DATA_03_-_Draft_Meeting_Report.docx
55Document updateETSI TC DATA – DATA3Early draft for the TR104.177 on data solutions landscapeTIDOctober 2025https://docbox.etsi.org/DATA/DATA/05-Contributions/2025/DATA(25)003030r1_Draft-TR104_177_v0_0_3__Landscape_of_relevant_standards_and_.zip
https://docbox.etsi.org/DATA/DATA/05-Contributions/2025/DATA(25)003004_DATA_03_-_Draft_Meeting_Report.docx
56CoordinationETSI TC DATA – DATA3Cooperation with IALA on the application of data solutions to maritime transportTIDOctober 2025https://docbox.etsi.org/DATA/DATA/05-Contributions/2025/DATA(25)003040_TC_DATA_Intro_to_IALA.pptx
https://docbox.etsi.org/DATA/DATA/05-Contributions/2025/DATA(25)002025_Liaison_Statement_with_IALA.docx
https://docbox.etsi.org/DATA/DATA/05-Contributions/2025/DATA(25)003004_DATA_03_-_Draft_Meeting_Report.docx
57New work-itemETSI TC DATA – DATA3New WI on Trustworthy Data Spaces using Distributed Ledger TechnologyTIDOctober 2025https://portal.etsi.org/webapp/WorkProgram/Report_WorkItem.asp?WKI_ID=76558
58New work-itemETSI TC DATA – DATA3New WI on Extending SAREF for the Device Management DomainTIDOctober 2025https://portal.etsi.org/webapp/WorkProgram/Report_WorkItem.asp?WKI_ID=75633
59New work-itemETSI TC DATA – DATA3New WI on NGSI-LD MQTT Notification BindingTIDOctober 2025https://portal.etsi.org/webapp/WorkProgram/Report_WorkItem.asp?WKI_ID=76996
60Reference materialETSI TC DATA – DATA3Publish some reference slides on TC DATATIDOctober 2025https://docbox.etsi.org/DATA/DATA/05-Contributions/2025/DATA(25)000139_Introductory_slides_on_TC_DATA.pptx
https://docbox.etsi.org/DATA/DATA/05-Contributions/2025/DATA(25)003004_DATA_03_-_Draft_Meeting_Report.docx
61Application of AI technologies in health informaticsISO/IECJTC1/SC42Debated and commented ISO/IEC CD TR 18988 “Artificial intelligence – Application of AI technologies in health informatics”.CELOctober 2025N/A
62Coordination and leadershipETSI ZSM – ZSM33Update on the achievements and future of ZSM activitiesTIDNovember 2025https://docbox.etsi.org/ISG/ZSM/05-CONTRIBUTIONS/2025/ZSM(25)000252_The_Automation_Aspire___UGR.pptx
https://docbox.etsi.org/ISG/ZSM/05-CONTRIBUTIONS/2025/ZSM(25)000258_ZSM_33_Meeting_Report.docx
63New work-itemETSI ZSM – ZSM33New WI on analyzing architectural adaptations to agent-based network managementTIDNovember 2025https://portal.etsi.org/webapp/WorkProgram/Report_WorkItem.asp?WKI_ID=77481
64Document updateETSI ZSM – ZSM33Contributions on the need for addressing agent identities and the architectural role of agent registries in the coming normative documents derived from ZSM020TIDNovember 2025https://docbox.etsi.org/ISG/ZSM/05-CONTRIBUTIONS/2025/ZSM(25)000241r1_ZSM020_Editorial_notes_removal.docx
https://pad-public.etsi.org/p/ZSM33
https://docbox.etsi.org/ISG/ZSM/05-CONTRIBUTIONS/2025/ZSM(25)000258_ZSM_33_Meeting_Report.docx
65Document updateETSI ZSM – ZSM33Introduction to data model reconciliation, focused on ZSM019TIDNovember 2025https://docbox.etsi.org/ISG/ZSM/05-CONTRIBUTIONS/2025/ZSM(25)000235_ZSM_019_Automated_Process_for_Data_Model_Reconciliation.pptx
https://docbox.etsi.org/ISG/ZSM/05-CONTRIBUTIONS/2025/ZSM(25)000258_ZSM_33_Meeting_Report.docx
66Document updateETSI ZSM – ZSM33Contributions on traceability and conflict resolution to ZSM021TIDNovember 2025https://docbox.etsi.org/ISG/ZSM/05-CONTRIBUTIONS/2025/ZSM(25)000245_ZSM021_Clause_7_capability_of_autonmous_decision-making.docx
https://pad-public.etsi.org/p/ZSM33
https://docbox.etsi.org/ISG/ZSM/05-CONTRIBUTIONS/2025/ZSM(25)000258_ZSM_33_Meeting_Report.docx
67Coordination and leadershipETSI ZSM – ZSM33Brainstorming with the ETSI OCG on the creation of a specific group on network technologies, incorporating the ZSM work itemsTIDNovember 2025https://docbox.etsi.org/Board/2025_Board/BOARD(25)Networks02_001_Draft_agenda.docx
http://portal.etsi.org/ngppapp/ContributionCreation.aspx?primarykeys=325230
https://docbox.etsi.org/Board/2025_Board/BOARD(25)Networks02_002r1_ToR_TC3CNET.docx
https://docbox.etsi.org/Board/2025_Board/BOARD(25)Networks02_004r3_Overview_of_Future_Network_Activities_in_ETSI_.pptx
68New draft, presented at IETF 124, in the NMOP working groupIETF NMOP – IETF124This document defines mechanisms and conventions for the representation and sharing of authorization policies in distributed and automated environments.TIDNovember 2025https://datatracker.ietf.org/doc/draft-cabanillas-nmop-authz-policy-sharing-model/
69Introduction to policies and intentsIETF NMOP – IETF124Overview and discussion in the IETF NMRG working groupTIDNovember 2025https://datatracker.ietf.org/meeting/124/materials/slides-124-nmrg-model-for-distributed-authorization-policy-sharing-00
70Project demonstrationIETF Hackathon – IETF124Hackathon project demonstrating the application of schema-based provenance signatures of YANG data, via its application to Kafka schema registryTIDNovember 2025https://datatracker.ietf.org/meeting/124/materials/slides-124-hackathon-sessd-yang-provenance-signatures-integrated-with-the-kafka-schema-registry-00
71Document updateIETF OPSAWG – IETF124New version and update on draft-ietf-opsawg-yang-provenanceTIDNovember 2025https://datatracker.ietf.org/doc/draft-ietf-opsawg-yang-provenance/
72Document updateIETF WIMSE – IETF124New version of the draft on geolocation attributes for workloadTIDNovember 2025https://datatracker.ietf.org/doc/draft-lkspa-wimse-verifiable-geo-fence/
73Document updateIETF PTP – IETF124New draft on location attestationTIDNovember 2025https://datatracker.ietf.org/doc/draft-ramki-ptp-hardware-rooted-attestation/
74PresentationIETF IAB – IETF123Intro to ETSI at IAB-OpenTIDNovember 2025https://datatracker.ietf.org/meeting/124/materials/slides-124-iabopen-etsi-update-01
75Document updateIETF IVY – IETF124New version and update on the inventory entitlement draftTIDNovember 2025“https://datatracker.ietf.org/doc/draft-ietf-ivy-entitlement-inventory/
76New work-item3GPPSA3 – SA110Release 20 NWID on security-related events handlingTIDDecember 2025https://portal.3gpp.org/desktopmodules/WorkItem/WorkItemDetails.aspx?workitemId=1080041
77Agentic AI for Energy EfficiencyAI-RAN allianceMWC’26VIAVI’s AI-RSG — the same commercial tester at the centre of the 6G-DALI Digital Twin Testbed — serves as the Digital Twin environment for developing and evaluating an agentic AI approach to RAN energy efficiency, an AI/ML-operations use case adjacent to the project’s scope.VIAVIMarch 2026N/A
78Data Quality Validation for AI-RANAI-RAN allianceMWC’26The demonstrator addresses dataset evaluation and the assessment of training and retraining quality — topics that sit at the heart of AI/ML operationsVIAVIMarch 2026N/A
79AIRMap: AI-Generated Radio Maps for Wireless Digital TwinsAI-RAN allianceMWC’26Generative AI is used to produce bespoke radio maps for wireless Digital Twins, providing a capability directly applicable to the project’s Digital Twin Testbed.VIAVIMarch 2026N/A
80AI-Assisted Ghost Preamble DetectionAI-RAN allianceMWC’26Ghost preambles are false positive PRACH detections where the gNodeB incorrectly interprets noise or inter-cell interference as a legitimate UE random access attempt. GlobalLogic developed an AI-based framework to detect them in real time, validated using VIAVI’s VALOR TM-500 with NVIDIA ARC/OTA over OpenAirInterface as a Digital Twin to generate representative PRACH preamble datasets. The OAI-based setup mirrors 6G-DALI’s own testbed architecture and demonstrates practical AI/ML operations on a live-stack Digital Twin.VIAVIMarch 2026N/A
81LLM-Based Robust 5G Beamforming for Context-Aware Interference Mitigation and Power SavingAI-RAN allianceMWC’26AI/ML beamforming evaluation — the same architecture pattern employed in the 6G-DALI testbed, applied here to an LLM-driven inference use case.VIAVIMarch 2026N/A
82Energy-Saving Neuromorphic TransceiverAI-RAN allianceMWC’26SIONNA-generated ray-traced radio channels feed a neuromorphic receiver, with an AI-based test methodology used to identify a minimal subset of 3GPP radio performance tests that efficiently characterise overall radio performance. The demonstrator contributes to AI model benchmarking methodology, an element of AI/ML operations within the project’s scope.VIAVIMarch 2026N/A
83Competence requirements for professional AI ethicistsCEN/CLC JTC 21Debated and commented CEN/CLC FprEN 18274 “Competence requirements for professional AI ethicists”.CELApril
2026
N/A
84AI Governance in Healthcare: Healthcare-Specific ConsiderationsISO/TC 215 TF5Participated in the ISO/TC 215 Task Force 5 and contribution to Report “AI Governance in Healthcare: Healthcare-Specific Considerations”.CELApril
2026
N/A
85AI trustworthiness framework – Part 1: LoggingCEN/CLCJTC 21Debating and commenting CEN/CLC prEN 18229-1 “AI trustworthiness framework – Part 1: Logging” (the enquiry closes in August 2026).CELMay
2026
N/A
86Data modelsIETFHackathonWork Validation of the draft through a running-code demonstrator, building on the previous multi-domain prototype and exploring interoperability across heterogeneous policy enginesTIDNovember 2026https://datatracker.ietf.org/meeting/124/materials/slides-124-hackathon-sessd-yang-provenance-signatures-integrated-with-the-kafka-schema-registry-00
87PoliciesIETFNMOPThis document provides updates to the draft on distributed authorization policy sharing, which defines a YANG-based framework for representing, managing, and distributing authorization policies across heterogeneous administrative domainsTID
November 2026
https://datatracker.ietf.org/doc/draft-cabanillas-nmop-authz-policy-sharing-model/
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