Despite the great hype surrounding artificial intelligence (AI), there is still no variant that is allowed to make completely automated safety-relevant decisions. For railroad automation, it is important to have algorithms that are allowed to make safety-relevant decisions automatically under all boundary conditions. In this article, you will learn how machine learning works for safety-relevant decisions in railroad automation.