Discover how the SilkRoad multilingual communication platform works to preserve endangered languages and cultural heritage in this keynote talk from DSC Europe 24. Learn about the Panag Laboratory's innovative approach using advanced AI technologies, including large language models and machine translation, to support multilingual applications like speech recognition and text-to-speech. Explore the technical challenges of developing multilingual LLMs for low-resource languages and the novel training techniques implemented to overcome data scarcity. Gain insights into frontier research on "Computing Networks" that leverage distributed computational resources for training larger language models and understand the importance of global collaboration in advancing multilingual AI technologies.