This article has by far my favorite explanation of GANs for image generation: To generate the image, the algorithm compared its own work to those in the data

This article has by far my favorite explanation of GANs for image generation: To generate the image, the algorithm compared its own work to those in the data set until it could not tell them apart. Amazingly succinct, lay-person friendly, and still pretty accurate.