Promising Approaches
François Chollet discusses the limitations of deep learning and the need for dense sampling of data. He explores the potential of program synthesis and its hybridization with deep learning as promising approaches to overcome these limitations.In this clip
From this podcast

The Gradient
François Chollet: Keras and Measures of Intelligence
Related Questions
What are the limitations of deep learning according to François Chollet's book as mentioned by Tim Scarfe in the episode #51 Francois Chollet - Intelligence and Generalisation and the clip Francois Cholet's Influence?
What are the limitations of deep learning according to François Chollet's book as mentioned by Tim Scarfe in the episode #51 Francois Chollet - Intelligence and Generalisation and the clip Francois Chollet's Influence?
What are the key points of deep learning?