Deep Learning Is Not Good Enough, We Need Bayesian Deep Learning for Safe AI Bayesian Deep Learning, Computer Vision, Uncertainty Understanding what a model does not know is a critical part of many machine learning systems. Unfortunately, today’s deep learning algorithms are usually unable to understand their uncertainty. These models are often taken blindly and assumed to be accurate, which is no