AI-powered
podcast player
Listen to all your favourite podcasts with AI-powered features
3min chapter
Oriol Vinyals: DeepMind AlphaStar, StarCraft, Language, and Sequences
Lex Fridman Podcast
The Challenge in Deep Learning Is Generalization
The main challenge in deep learning is a challenge that probably has been the challenge for many years, and is that of generalization. We just don't see generalization as much as we can generalize. I i think our newer nero networks, you can always find design examples that will make their outputs arbitrary - which is not good because we humans would never be fooled by this kind of images. And it's really a difficult problem and very fascinating and very mysterious. Like this conversation so much, because it echoes very much the star caft conversation. Let's break it down into small pieces, solve those, and you ent up solving the whole game.
00:00
Transcript
Episode notes
Get the Snipd
podcast app
Unlock the knowledge in podcasts with the podcast player of the future.
AI-powered
Discover
highlights
Listen to the best highlights from the podcasts you love and dive into the full episode
Save any
moment
Hear something you like? Tap your headphones to save it with AI-generated key takeaways
Share
& Export
Send highlights to Twitter, WhatsApp or export them to Notion, Readwise & more
AI-powered
podcast player
Listen to all your favourite podcasts with AI-powered features
Discover
highlights
Listen to the best highlights from the podcasts you love and dive into the full episode