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Explore a thought-provoking Turing Lecture that delves into the future of artificial intelligence and its potential impact on humanity. Examine the possibility of AI capabilities surpassing human decision-making abilities and the concerns raised by prominent figures like Elon Musk and Stephen Hawking. Learn about Professor Stuart Russell's argument for a fundamental reorientation of the AI field, focusing on building systems that are truly beneficial for humans. Discover the concept of imbuing AI systems with explicit uncertainty regarding human objectives and how this approach can create a game-theoretic link between machine and human behavior. Gain insights from Russell's extensive experience in the field of AI, including his work as a Professor at UC Berkeley, Director of the Center for Human-Compatible AI, and co-author of the standard AI textbook "Artificial Intelligence: A Modern Approach." Explore the ethical implications of AI development, including concerns about autonomous weapons and the long-term future of artificial intelligence in relation to humanity.