This paper presents a safe reinforcement learning system for automated driving that benefits from multimodal future trajectory predictions. We propose a safety system that consists of two safety components: a rule-based and a multimodal learning-based safety system. The rule-based module is based on common driving rules. https://www.itsmajorlook.com/