Defining a Specification for AI/ML Artifacts
Talkat KubeCon + CloudNativeCon China 2025 · on Tuesday, 2025-06-10· at 11:45· Level 19 | Crystal Court I·
summary
Panelists from BentoML, Ant Group, and PayPal discuss the need for open standards for AI/ML artifacts within the CNCF ecosystem, highlighting how multiple proprietary formats, runtimes, and workflows are fragmenting cloud-native AI operations. The conversation examines defining a specification for AI/ML artifacts to improve integration with existing cloud-native tools and to provide a common foundation that enables further innovation.
AI-written summary · about
related talks
41mOpen standards for machine learning deployment
33mOpen Standards for Machine Learning Deployment
32mOperationalizing Openness: Standardizing AI Model Supply Chains With the Model Openness Framework
47mReference Architecture of AI in the Cloud
34mOpen Standards For Machine Learning Model Deployment
05mProject Lightning Talk: ModelPack: Bringing the OCI Standard to AI/ML
47mEmbedding AI: Don’t Burn Your Fingers in the Heat of the AI revolution
45mPanel: The shape of AI governance