FUTUREWEI · 9.1.4.2
Other aspects of AI/ML model and data ·
RAN1#119 · Source verification
Claude's delta
dropped
vs RAN1#118bis
FUTUREWEI did not participate in the current meeting, dropping out of the NR_AIML_air discussions.
AI-synthesized from contributions · all text is paraphrased
Every position summary on this site is generated by an AI from the actual Tdoc contributions. This page shows you the exact source documents Claude read to produce the summary above, so you can verify it yourself. Click any Tdoc ID to view its detail page, or click "3gpp.org ↗" to read the original on the official 3GPP server.
Contributions at RAN1#119 · 1 doc
Discussion on other aspects of AI/ML model and data on AI/ML for NR air-interface
Position extracted by Claude
Futurewei advocates for network-controlled model identification with associated IDs limited to cell scope, argues against using associated IDs as model IDs, and pushes to deprioritize complex model transfer cases (z1, z2) that don't provide clear benefits over simpler OTT approaches. They uniquely propose exploring two-sided models without explicit model identification to reduce complexity, while supporting Case z4 for non-3GPP-transparent scenarios.
Summary
This Futurewei document discusses AI/ML model identification and transfer/delivery for NR air interface, presenting 14 proposals and 4 observations covering four model identification options and various model transfer cases. The document advocates for network-assigned model IDs, deprioritization of certain transfer cases, and exploration of two-sided models without explicit model identification.
Prior contributions at RAN1#118bis · 1 doc · Oct 14, 2024
Discussion on other aspects of AI/ML model and data on AI/ML for NR air-interface
Position extracted by Claude
FUTUREWEI advocates for simplified model identification approaches that minimize complexity while supporting two-sided models. They strongly push FOR network-controlled model ID assignment, cell-scoped associated IDs, and deprioritizing complex offline cross-vendor collaboration mechanisms like Case z1/z2/z3. They are AGAINST treating associated IDs as model IDs and support exploring lightweight alternatives that could eliminate the need for model identification entirely through standardized reference models.
Summary
FUTUREWEI presents a comprehensive analysis of AI/ML model identification and data management for NR air interface, covering four model identification options, model transfer/delivery mechanisms, and inter-vendor collaboration approaches. The document contains 14 proposals and 3 observations addressing the complexities of two-sided model lifecycle management.
How this was derived
Claude extracted the "position extracted" field above directly from each Tdoc during summarization.
For the delta summary at the top, Claude compared FUTUREWEI's consolidated stance at RAN1#119
against their stance at RAN1#118bis and classified the change as
dropped.
Always verify critical claims against the original Tdocs linked above.