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Lex Fridman Podcast
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#94 – Ilya Sutskever: Deep Learning
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2020/5/8
Lex Fridman Podcast
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Chapters
Who is Ilya Sutskever?
The Impact of AlexNet and the ImageNet Moment?
Understanding Cost Functions in Deep Learning?
The Role of Recurrent Neural Networks?
What Key Ideas Propelled Deep Learning's Success?
Is Language or Vision More Challenging for AI?
Are We Underestimating Deep Learning's Potential?
Exploring Deep Double Descent Phenomenon
The Mechanics of Backpropagation
Can Neural Networks Develop Reasoning Skills?
The Importance of Long-term Memory in AI
The Evolution of Language Models
GPT-2
The Concept of Active Learning in AI
Strategies for Staged Release of AI Systems
Approaches to Building Artificial General Intelligence (AGI)?
Question to AGI
The Meaning of Life from an AI Perspective?
Shownotes
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