Hanlin Tang

The next great platform shift isn't a model. It's the infrastructure that turns models into autonomous action. Just as cloud produced a layered stack of open technologies, the agentic era is producing its own, defined right now, in the open. This panel brings together the founders building each layer: how agents are constructed, how they collaborate as teams, how context is processed and made agent-ready, and how they're governed at scale. Together, they'll discuss what the "Linux moment" for agents looks like and what it means when the most consequential software in an enterprise writes itself. The big questions: - Where does the open platform stack land in next 2-3 years - a thriving ecosystem or a consolidated stack? - What happens when agents become the primary consumers of infrastructure, not humans? - When does multi-agent coordination actually outperform a single well-built agent and when is it just complexity for complexity's sake? - Who owns accountability when an open-source agent takes an autonomous action on production data? - How do agents process context differently than humans? What are the implications on how context must be processed and exposed through tool…

Take a front-row seat for a comprehensive, high-level introduction to Mosaic AI through the lens of Data Intelligence. In this session, we’ll spotlight the Databricks Platform’s newest features and announcements, showcase how Mosaic AI transforms raw enterprise data into actionable insights and share real-world examples of success. Whether you’re beginning your AI journey or scaling your existing efforts, this talk will provide you with the foundational knowledge and inspiration to fully leverage Mosaic AI for Data Intelligence and next-generation GenAI solutions.