ATHENA aims to develop an education package aiming at using AI for social inclusion of newcomer students into the society. Our goal is to empower students aged 10+, including refugees, migrants, and marginalized individuals, to shape the norms, values, and rules of AI. To do so, ATHENA will increase students' literacy in AI-related technical, ethical, and legal issues. In the process, ATHENA will strengthen the profiles of the teachers on how to use AI for integrating newcomer students.