Douyin upgraded its minor mode by integrating multimodal large language models (MLLM) for age-appropriate content recommendations. The system filters content via MLLM, human expert review, and age classification, then matches minors' preferences. Users activate the mode by entering birth date. The algorithm adjusts to cognitive stages and allows real-time feedback.