Chapter
The Intersection of Deep Learning and Classical AI
1:11:58 - 1:17:14 (05:16)
This episode explores how deep learning can encompass symbol manipulation and the role of classical AI techniques, such as Monte Carlo Tree Search.
Clips
The speaker discusses how deep learning will start to encompass classical artificial intelligence techniques such as symbol manipulation, leading to the development of hybrids with the label of deep learning.
1:11:58 - 1:15:40 (03:42)
Deep Learning
Summary
The speaker discusses how deep learning will start to encompass classical artificial intelligence techniques such as symbol manipulation, leading to the development of hybrids with the label of deep learning.
ChapterThe Intersection of Deep Learning and Classical AI
EpisodeGary Marcus: Toward a Hybrid of Deep Learning and Symbolic AI
PodcastLex Fridman Podcast
The limitations of architectures that solely rely on correlational information, like those without any built-in knowledge or pre-existing concepts, in solving inference and understanding problems in natural language processing.
1:15:40 - 1:17:14 (01:34)
Natural Language Processing
Summary
The limitations of architectures that solely rely on correlational information, like those without any built-in knowledge or pre-existing concepts, in solving inference and understanding problems in natural language processing.