• Referencing ISO 8800, ISO 21448 and AV industry best practices, develop the strategy for ensuring safe AI/ML and autonomous system development, deployment and maintenance. • Work with software, data science and systems engineering teams to ensure GM safely trains new machine learning models to enable autonomous systems. • Ensure continuity of safety as we enhance existing machine learning models to increase performance. • Set the safety standard for how we prototype, test and deploy new AI solutions, including Generative AI • Set the strategy for testing and validation of data sets and develop an assurance plan. • Set the strategy for how we systematically break down operational design domain components and driving behavior components and how these are validated in aggregate and on a per behavior level. • Work with data science, systems engineering and software teams to set the strategy for how we establish safety launch targets across vehicle behaviors and in aggregate. • Setup an assurance process to validate launch targets have been achieved.