Amazon SageMaker Unified Studio now supports twelve languages across the user interface, including English, Simplified and Traditional Chinese, French, German, Indonesian, Italian, Japanese, Korean, Portuguese, Spanish, and Turkish. Language is automatically detected from browser settings with manual override options available for user preference.