Project Lightning Talk: Modelpack: Standardizing The Packaging And Distribution Of... Andrew Block

This talk covers the challenges of managing the fragmented landscape of AI and machine learning models within the cloud native ecosystem. Andrew Block, the maintainer of the ModelPack project, discusses how this CNCF Sandbox initiative aims to standardize the packaging and distribution of AI/ML artifacts. He addresses the costs associated with fragmentation and its impact on innovation, as well as how ModelPack integrates with technologies such as Kubernetes, ORAS, and Harbor. The session also highlights additional open-source projects tackling this issue and outlines the future of AI/ML artifact standardization in cloud native computing.