Explore the intersection of Deep Learning, Representation Learning, and Generative AI in this 54-minute talk by Jakub Tomczak from TU Eindhoven. Recorded on October 17th, 2023, as part of the DataLearning@ICL series, delve into the relationships between these three buzzwords that have gained prominence in research papers, newspapers, and social media. Gain insights into how Generative AI builds upon the success of Deep Learning and investigate the potential role of Representation Learning in this field. Through a concise introduction to Generative AI and Representation Learning, discover possible ways to integrate these two domains, offering a thought-provoking perspective on the future of artificial intelligence.