At Nvidia GTC, Union.ai CEO and co-founder Ketan Umare makes the case that AI is forcing a fundamental rethink of how software is built, deployed, and maintained. He argues that traditional software stacks were designed for deterministic systems, while AI introduces non-deterministic behavior, rapid experimentation, and infrastructure instability that can easily derail production.