Mila’s AI for Humanity Team identified high-impact, socially beneficial projects and invested in their development and deployment. AI offered possibilities for enhancing well-being and contributing to the SDGs but also had the potential to deepen divides. AI was generally designed and evaluated without systematic gender and diversity approaches, potentially leading to negative consequences. This project aimed to provide the AI ecosystem, particularly the member States of the Global Partnership on AI (GPAI), with a framework of tools and recommendations to ensure diversity and gender equality throughout the AI cycle. DPA provided technical, organizational, and research support for GPAI’s Project on DGE in AI, organizing consultations and data collection with advisory groups from various sectors, focusing on marginalized and minority groups globally.