This talk covers how Python notebooks are evolving from static documents to interactive, collaborative, and production-ready environments, using Marimo. We’ll examine emerging trends—such as AI-powered and reactive notebooks, notebook-as-app frameworks, and integration with modern workflows—equipping attendees with insights to leverage notebooks to reshape coding, teaching, and scientific publishing.