Chapter
The Intersection of Human Endeavors and Machine Learning
1:24:31 - 1:33:40 (09:08)
The conversation explores the intersection of human endeavors and machine learning, delving into how people can work with models to come up with ideas that work, as well as how the tiny details of engineering play a huge role in technological advancements.
Clips
The attention mechanism in natural language processing needs to improve to allow for better representation of long-term memory.
1:24:31 - 1:26:29 (01:57)
Summary
The attention mechanism in natural language processing needs to improve to allow for better representation of long-term memory. One possible solution involves forming hierarchical representations that allow for more clever use of tokens.
ChapterThe Intersection of Human Endeavors and Machine Learning
Episode#306 – Oriol Vinyals: Deep Learning and Artificial General Intelligence
PodcastLex Fridman Podcast
The conversation explores the dynamic between human and machine ideas, discussing how models can provide ideas to work and how humans can either persist or be practical in their approach.
1:26:29 - 1:29:27 (02:58)
Summary
The conversation explores the dynamic between human and machine ideas, discussing how models can provide ideas to work and how humans can either persist or be practical in their approach. The interaction between the two can ultimately determine which ideas succeed.
ChapterThe Intersection of Human Endeavors and Machine Learning
Episode#306 – Oriol Vinyals: Deep Learning and Artificial General Intelligence
PodcastLex Fridman Podcast
The speaker discusses the importance of recognizing the critical role of engineering details in producing amazing changes, even if it may require a longer-term outlook or a different timescale, and emphasizes the need to maintain diversity in the field.
1:29:27 - 1:33:40 (04:12)
Summary
The speaker discusses the importance of recognizing the critical role of engineering details in producing amazing changes, even if it may require a longer-term outlook or a different timescale, and emphasizes the need to maintain diversity in the field.