In this module, Maha Jouini and Muhammad Mokhtar explore the ethical use of AI technologies to address climate change in North African countries. Looking at examples from Mauritania, Libya, Egypt and more, they highlight some of the challenges and contexts specific to the region before pointing to potential solutions. They conclude their module with a series of recommendations around implementing AI systems in the region, such as the use of ethical frameworks to promote inclusivity and protect vulnerable populations. Note: Please refer to the presentation in the additional sources for more information on the examples and use cases from this lecture.