Lessons Learned from Bringing Generative AI into California Assessment Reporting. One year ago, we asked AI to help build a presentation about itself. This year, humans are back in the driver’s seat—with real results. This session explores what we learned from the CA-Luminate pilot, how educators interacted with AI-powered reporting tools, where AI exceeded expectations, and where human expertise remained essential.