Deep learning
In one sentence
Machine learning built on neural networks with many layers stacked between input and output.
In more depth
"Deep" refers only to the number of layers, not to depth of understanding. Each layer transforms its input a little, letting the network build complex representations out of simpler ones without a person specifying the intermediate steps.
Every large language model in current use is a deep learning system.