Machine Learning, AI, Deep Learning, Ai Safety.
desirable properties of a system. Such properties might include robustness to sufficiently small perturbations in inputs, safety constraints to avoid catastrophic failures, or producing predictions consistent with the laws of physics. In this article, we discuss three important technical challenges