Foundation Model Engineering: Engineering Foundation Models Just as Engineering Software
In TOSEM
Summary
This vision paper treats foundation models as a form of software whose growing complexity calls for systematic engineering methods. It proposes foundation model engineering, emphasizing declarative, automated, and unified interfaces for data and model management. The goal is to make model development and application more structured while identifying new opportunities for software engineering research.