The future of AI is global—but how do we ensure it serves everyone? This social session invites ICRL participants from different cultural and linguistic backgrounds to share insights on how AI development and deployment vary across diverse geographical regions and cultural contexts. The session will showcase multilingual and localization case studies across different AI use cases. Explore strategies around data representation, linguistic challenges, and value alignment across cultures, and broaden your AI perspective.