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Chinese platforms have taken innovative approaches to verification. In September 2025, Douyin (the Chinese version of TikTok) launched its "AI Douyin Truth-Seeking" feature, which provides users with fact displays and clarifications for misleading content and rumors. The feature relies on a "rumor governance large model" trained by the platform, combining AI capabilities with a dedicated operations team. Within a single quarter following implementation, platform-wide rumor exposure dropped by 67%.

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The proliferation of online video content has revolutionized the way we consume and interact with media. The rise of video-sharing platforms has led to an unprecedented surge in user-generated content, with millions of hours of video being uploaded every day. This phenomenon has significant implications for modern society, influencing various aspects of our lives, from entertainment and education to social dynamics and cultural norms. The proliferation of online video content has revolutionized