Software Engineering Institute

The project "Train, but Verify" is a multi-year effort to develop an AI Engineering process to train AI systems to have specific robustness properties along with a testing framework capable of verifying these properties. To make this research possible, the SEI created Juneberry, a framework that improves the experience of machine learning experimentation that automates the training, evaluation, and comparison of multiple models against multiple datasets, reducing errors and improving reproducibility.