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Explore the ethical implications of AI in autonomous vehicles through this thought-provoking conference talk from NDC London 2023. Delve into the modern trolley problem as Michelle Sandford examines the complexities of responsible AI principles in self-driving cars. Learn about the challenges of assigning blame when accidents occur and the crucial decisions that must be made during the development process. Discover how easily object recognition and obstacle avoidance can be integrated into AI systems through a live demonstration of training a model and deploying it to an Azure Percept device. Go beyond the technical aspects to discuss the importance of responsible AI principles, sustainable engineering practices, and the need for intentional and transparent coding. Engage with this timely topic that combines philosophical considerations with practical applications, including hands-on examples using robot cars and LEGO figures.