Understanding Foundation Models: A New Paradigm for Building and Productizing AI Systems

Explore the concept of Foundation Models as a new paradigm for building AI systems in this 33-minute conference talk from MLOps World: Machine Learning in Production. Delve into the bold concept introduced by Stanford researchers in 2021 and discover practical ways for companies to leverage foundation models today. Learn from Hagay Lupesko, VP of SW Engineering at MosaicML, as he shares insights from his 15 years of experience in software engineering across various domains, including 3D medical imaging, global scale web systems, and deep learning systems used by tech giants like Meta and Amazon. Gain valuable knowledge on making ML training efficient, fast, and simple as you unpack this transformative approach to AI system development.

Understanding Foundation Models a New Paradigm for Building and Productizing AI systems