Oriol Vinyals: Deep Learning and Artificial General Intelligence | Lex Fridman Podcast #306
发布时间 2022-07-26 16:18:00 来源
摘要
Oriol Vinyals is the Research Director and Deep Learning Lead at DeepMind. Please support this podcast by checking out our sponsors:
- Shopify: https://shopify.com/lex to get 14-day free trial
- Weights & Biases: https://lexfridman.com/wnb
- Magic Spoon: https://magicspoon.com/lex and use code LEX to get $5 off
- Blinkist: https://blinkist.com/lex and use code LEX to get 25% off premium
EPISODE LINKS:
Oriol's Twitter: https://twitter.com/oriolvinyalsml
Oriol's publications: https://scholar.google.com/citations?user=NkzyCvUAAAAJ
DeepMind's Twitter: https://twitter.com/DeepMind
DeepMind's Instagram: https://instagram.com/deepmind
DeepMind's Website: https://deepmind.com
Papers:
1. Gato: https://deepmind.com/publications/a-generalist-agent
2. Flamingo: https://deepmind.com/blog/tackling-multiple-tasks-with-a-single-visual-language-model
3. Language Models are Few-Shot Learners: https://arxiv.org/abs/2005.14165
4. Emergent Abilities of Large Language Models: https://arxiv.org/abs/2206.07682
5. Attention Is All You Need: https://proceedings.neurips.cc/paper/2017/file/3f5ee243547dee91fbd053c1c4a845aa-Paper.pdf
PODCAST INFO:
Podcast website: https://lexfridman.com/podcast
Apple Podcasts: https://apple.co/2lwqZIr
Spotify: https://spoti.fi/2nEwCF8
RSS: https://lexfridman.com/feed/podcast/
Full episodes playlist: https://www.youtube.com/playlist?list=PLrAXtmErZgOdP_8GztsuKi9nrraNbKKp4
Clips playlist: https://www.youtube.com/playlist?list=PLrAXtmErZgOeciFP3CBCIEElOJeitOr41
OUTLINE:
0:00 - Introduction
0:34 - AI
15:31 - Weights
21:50 - Gato
56:38 - Meta learning
1:10:37 - Neural networks
1:33:02 - Emergence
1:39:47 - AI sentience
2:03:43 - AGI
SOCIAL:
- Twitter: https://twitter.com/lexfridman
- LinkedIn: https://www.linkedin.com/in/lexfridman
- Facebook: https://www.facebook.com/lexfridman
- Instagram: https://www.instagram.com/lexfridman
- Medium: https://medium.com/@lexfridman
- Reddit: https://reddit.com/r/lexfridman
- Support on Patreon: https://www.patreon.com/lexfridman
GPT-4正在为你翻译摘要中......
