Roblox has developed an AI model designed to translate text chats swiftly, aiming to seamlessly bridge language barriers among its users. The translation feature supports 16 languages, including English, French, Japanese, Thai, Polish, and Vietnamese.
According to Dan Sturman, Roblox's CTO, the objective is to foster a more inclusive environment where users can communicate comfortably with each other. The translator automatically converts chats, although users have the option to view the original message by clicking an icon.
To achieve this, Roblox employed a transformer-based large language model (LLM) integrated into a mixture of experts (MoE) architecture. This innovative approach allows multiple translation apps to operate within the same environment, each specializing in a specific language. By doing so, Roblox streamlines resources without the need to develop separate LLMs for each language.
Sturman emphasized that Roblox closely monitors chats for trust and safety purposes and welcomes feedback to refine translations. The addition of the chat translation AI does not alter the platform's privacy and safety protocols, ensuring that banned words remain blocked.
In its efforts to cater to a broader user base, Roblox continues to explore the potential of generative AI models. With features like an AI chatbot assistant for developers and automatic translation of image assets, the platform aims to enhance the overall user experience.
Looking ahead, Sturman envisions expanding the capabilities of the translator model beyond text chats, potentially integrating real-time voice translation and adapting non-compliant words to compliant ones.
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