SingleStore Notebook has introduced several upgrades to enhance the user experience, including a more secure and governed environment for analyzing data at scale. The new features include an improved SQL cell type that allows users to write SQL queries without magic commands, better performance with 16GB RAM per notebook, and real-time memory usage tracking. Additionally, SQrL, the SingleStore chatbot, is now integrated into notebooks, providing code snippets and assistance. Future plans include productionalizing notebooks for apps with security and governance in mind, including scheduling, GPU allocation, and dashboard construction. Users can provide feedback and be involved in private previews by emailing [email protected].