VAST Data CEO and co-founder Renen Hallak joins us to explore what happens as AI moves from a handful of models to a world of millions of agents continuously using, fine-tuning and creating models of their own. We dig into model management, confidential computing, AI ownership and the growing importance of model weights as enterprise IP, along with the infrastructure required to route workloads across models, data and GPUs securely and efficiently. Renen also looks ahead to an agent economy operating at a scale far beyond systems designed for humans, and why the software infrastructure layer will be critical to making that future manageable, secure and economically viable.