Explore the world of visual generative AI in this 25-minute conference talk from Conf42 Python 2024. Delve into diffusion models, current research trends, and future implications of algorithmic artistry. Examine the current limitations of visual AI technology and learn strategies for navigating AI growth. Gain insights into the evolving landscape of visual generative AI, from its foundational concepts to cutting-edge developments and potential future applications.