Tokens and Transactions With AI

Based on NVIDIA CEO Jesen Huang’s commentary on the Role of Databases for the Agentic Era in his GTC 2026 keynote . The diagram below is a readable version of Jensen's "Best Slide"; the content is created using LLM from the talk's transcript and then edited. Summary of the Talk [wrt Databases] For a database audience, the keynote underscores a fundamental shift: Data is no longer just stored and queried — it is continuously activated to power agentic systems. The talk highlights that the center of gravity is moving from traditional transactional and analytical databases toward AI-driven data platforms that unify structured, unstructured, and real-time data streams into a single operational fabric. Massive growth in AI infrastructure — driven by data center expansion and trillion-dollar-scale compute demand — signals that data systems must scale not just for queries, but for continuous inference and agent workflows.