"Scribble Diffusion" is an AI tool that uses machine learning algorithms to understand and interpret user's scribbles into more complex images or designs. Key features include the ability to convert simple strokes into detailed sketches and the capacity to learn from user inputs to improve output quality. The tool is designed to assist in design-related tasks, enabling users to quickly create intricate images from basic scribbles.