Chapter
The Power of Single Models and the Future of Machine Learning
22:49 - 27:32 (04:42)
The use of single models in machine learning, such as GPT-3 or BERT, has proven to be effective in teaching the model multiple tasks in various domains including language and vision.
Clips
The development of a single deep learning model that can be trained once and used for various tasks, whether in language or vision, presents an exciting opportunity to make models more powerful.
22:49 - 26:41 (03:51)
Deep Learning
Summary
The development of a single deep learning model that can be trained once and used for various tasks, whether in language or vision, presents an exciting opportunity to make models more powerful. However, there are still challenges to be overcome in terms of growing the model's capacity and determining how its weights should change as new tasks are added.
ChapterThe Power of Single Models and the Future of Machine Learning
Episode#306 – Oriol Vinyals: Deep Learning and Artificial General Intelligence
PodcastLex Fridman Podcast
The podcast host asks for an explanation of the tweet "Gato is not the end, it's the beginning.
26:41 - 27:32 (00:51)
AI technology
Summary
The podcast host asks for an explanation of the tweet "Gato is not the end, it's the beginning. Meow, and then an emoji of a cat" and the discussion leads to the significance of Gato in AI technology.