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Explore the reality of AI in this 19-minute TED talk featuring Jeff Dean, head of Google's AI efforts. Gain insights into the underlying technology powering artificial intelligence, from language understanding to disease diagnosis. Discover a roadmap for developing more responsible and sophisticated AI systems with a deeper grasp of the world. Learn about neural networks, dense models, and system pathways, while examining current shortcomings in AI development. Delve into the future of AI and its potential impact on various fields. Conclude with a Q&A session led by TED head Chris Anderson, offering further exploration of AI's capabilities and limitations.