TED: AI isn't as smart as you think -- but it could be | Jeff Dean

The video discusses the evolution and capabilities of AI, focusing on neural networks and computational power. It highlights the challenges in AI development, such as single-task models and data modality limitations, and introduces solutions like multi-task models and Pathways. The importance of responsible AI, including fairness and privacy, is emphasized. The Q&A session explores AI's future potential and ethical considerations.

What is the significance of using multiple modalities of data in AI?

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How do sparse models differ from dense models in AI?

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What are the ethical considerations in developing powerful AI systems?

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What potential future applications of AI excite you the most?

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