Building Platforms for Gen AI Workloads vs Traditional ML Workloads

​📍 Sydney, Australia
📅 Date: TBA
⏰ Time: TBA

​As enterprises scale AI adoption, the infrastructure demands of GenAI workloads are pushing the limits of traditional ML platforms.

​This event explores the key differences in architecture, resource management, and operational challenges when building platforms for GenAI versus traditional ML.

​We’ll cover:

• ​How data, compute, and model lifecycle management evolve with GenAI

• ​The trade-offs between flexibility and control

• ​What’s required to support GenAI at scale in modern ML infrastructure