The MAMA-MIA Challenge aims to advance generalizability and fairness in breast MRI tumor segmentation and treatment response prediction by providing a standardized benchmark. It evaluates AI models using a unified scoring framework and public resources, promoting the development of robust and equitable AI systems for breast cancer imaging.