#94
Ilya Sutskever - Deep Learning
Fri, May 8, 2020 ·
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Ilya Sutskever is the co-founder of OpenAI, is one of the most cited computer scientist in history with over 165,000 citations, and to me, is one of the most brilliant and insightful minds ever in the field of deep learning. There are very few people in this world who I would rather talk to and brainstorm with about deep learning, intelligence, and life than Ilya, on and off the mic.
Timestamps
- 2:23 - AlexNet paper and the ImageNet moment
- 8:33 - Cost functions
- 13:39 - Recurrent neural networks
- 16:19 - Key ideas that led to success of deep learning
- 19:57 - What's harder to solve: language or vision?
- 29:35 - We're massively underestimating deep learning
- 36:04 - Deep double descent
- 41:20 - Backpropagation
- 42:42 - Can neural networks be made to reason?
- 50:35 - Long-term memory
- 56:37 - Language models
- 1:00:35 - GPT-2
- 1:07:14 - Active learning
- 1:08:52 - Staged release of AI systems
- 1:13:41 - How to build AGI?
- 1:25:00 - Question to AGI
- 1:32:07 - Meaning of life
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