Classic Safety falls short on providing specific guidance on safety critical AI Systems as these systems exhibit AI specific faults and mitigation measures that go beyond best practices for classic software. Due to this fact several international standards are currently emerging like ISO/IEC CD TS 22440 'Functional Safety and AI Systems' and ISO PAS 8800 - 'Road Vehicles - Safety and AI', which are meant to complement classic safety standards like IEC 61508, ISO 26262 and ISO 21448. This talk presents an overview of the key aspects of the newly created ISO/IEC CD TS 22440 covering AI Systems Classification, AI Fault Analysis, AI Fault Mitigation and AI Testing and gives a glimpse into how Nvidia is tackling this standard in their in-house safety projects. The talk discusses practical implementation challenges and demonstrates how to deal with them given finite resources.