Recent advancements in multimodal generative AI enable the creation of realistic images, videos, and audio from textual inputs. Join Ekaterina as she explains the inner workings of these complex systems, exploring key concepts and techniques. The talk highlights practical applications and use cases, showcasing the technology's potential. This talk is intended for anyone interested in the current state of AI and its potential to produce realistic and immersive multimedia experiences.