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?

How do sparse models differ from dense models in AI?

What are the ethical considerations in developing powerful AI systems?

What potential future applications of AI excite you the most?