Machine Learning, AI, Deep Learning, Ai Safety.
evaluation. Training machine learning models to be specification-consistent. Even with copious training data, standard machine learning algorithms can produce predictive models that make predictions inconsistent with desirable specifications like robustness or fairness — this requires us to