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This lecture explores the intersection of AI and ethics, focusing on the importance of trustworthy AI and ethical principles. It delves into the ethical debate surrounding AI, the EU's approach to AI ethics, the components of trustworthy AI, and the ethical principles that guide AI development. The speakers discuss the risk-based approach to AI regulation, the US perspective on AI ethics, and the regulatory landscape for AI in the US. They also highlight the significance of non-discrimination and fairness in AI applications.