Sudha Raghavan, SVP for Developer Platform at Oracle Cloud Infrastructure, discusses the seismic shift in infrastructure needs driven by AI's rapid adoption. She highlights the explosive demand for GPUs and the challenges posed by continuous workloads like large language model training. Raghavan elaborates on Oracle's innovative GPU superclusters and improvements in Kubernetes for better job management and observability. The conversation also touches on the evolution of AI pipelines and the critical trade-offs in AI model selection to meet specific business demands.