AI for good (AI4G) projects involve developing and applying artificial intelligence (AI) based solutions to further goals in areas such as sustainability, health, humanitarian aid, and social justice. Developing and deploying such solutions must be done in collaboration with partners who are experts in the domain in question and who already have experience in making progress towards such goals. Based on our experiences, we detail the different aspects of this type of collaboration broken down into four high-level categories: communication, data, modeling, and impact, and distill eleven takeaways to guide such projects in the future. We briefly describe two case studies to illustrate how some of these takeaways were applied in practice during our past collaborations.

翻译：大赦国际(AI4G)项目涉及制定和应用基于人工智能(AI)的解决方案,以便在可持续性、健康、人道主义援助和社会正义等领域进一步实现进一步目标; 必须与相关领域的专家和在实现这些目标方面已有经验的伙伴合作,制定和部署此类解决方案; 根据我们的经验,我们详细介绍了此类合作的不同方面,分为四个高级别类别:通信、数据、建模和影响,以及蒸馏十一个外卖,以指导今后此类项目; 我们简要叙述两个案例研究,以说明过去合作期间如何在实践中应用其中一些外卖。