In this episode, we dive into a conversation with Ali Ghodsi, the co-founder and CEO of Databricks, as he shares his thoughts on the current landscape and future of AI. Ghodsi likens the swift adoption of AI to the revolutionary impact of the iPhone, while also cautioning that we may face a "trough of disillusionment" before we see truly groundbreaking applications. He stresses the need for specialized "compound AI systems" that target specific tasks instead of chasing after expensive, all-encompassing models. Additionally, Ghodsi offers valuable insights on scaling Databricks, underscoring the importance of a solid data strategy, leveraging data advantages, and demonstrating effective leadership to successfully navigate the challenges of rapid growth and technological evolution.