Generating Fake Reviews

David explains the mechanics of generating fake reviews using GPT-2. By fine-tuning the model with concatenated Amazon and Yelp reviews, the system can generate fluent and contextually relevant text. However, a classifier is used to ensure the sentiment of the original review is preserved. The generated reviews have variation in fluency and effectiveness in fooling humans.