Discover the fascinating world of program synthesis, a family of learning techniques that offers a different approach to deep learning. François explains how program synthesis utilizes discrete graphs and operators to enable one-shot or two-shot learning, making it possible to find algorithms with very few samples. Explore the power of program synthesis in solving complex problems like four-digit number multiplication.