In Android, a color diffusion gradient refers to a visual effect where colors blend or transition smoothly from one to another. This can be achieved using various techniques, such as linear gradients, radial gradients, or sweep gradients. Developers can define gradients in XML layout files or programmatically in Java/Kotlin code. These gradients are commonly used to create visually appealing UI elements and transitions.