This webinar explores local and regional initiatives in the Global South driving non-English inclusion in advanced AI systems. RAI Fellows and leading experts will discuss practical challenges and solutions for building multilingual language models and advancing culturally aware AI deployment. The session addresses representation and performance gaps in AI for underrepresented languages.