We are excited about the advancements in machine learning (ML) made in 2022, which have enabled rapid progress and adoption of foundational models. These models will likely empower more data scientists, ML practitioners, and developers to build ML-powered applications in 2023. The success story of Riffusion, a generative model for creating music, showcases the potential of these advancements, with its backend processing over 4 million song requests in just three months. Baseten has also introduced new features such as live reload with draft models, which accelerates testing and deployment processes by 100x, and Blueprint, a platform for building with generative AI, offering early access to subscribers on a waitlist. The team at Baseten looks forward to the growing energy in the ML space for 2023.