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Platforms use recommendation engines based on vector embeddings and neural networks. When a video is uploaded, it is tested on a small, randomized seed audience. If this seed group demonstrates high watch time, repeat views, and sharing metrics, the video is graduated to a larger tier. True virality occurs when a video successfully passes through multiple scaling tiers within the algorithm's framework, jumping from niche subcultures to the mainstream feed. 5. The Architecture of Comment Sections

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Every time you see a video hit 50 million views overnight, it isn't because the creator got lucky. It is because they reverse-engineered human psychology. They built a "share loop" so tight that your brain had no choice but to tag a friend or mash the repost button. True virality occurs when a video successfully passes