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TikTok’s Secret Sauce | Knight First Amendment Institute

knightcolumbia.org · 1,501 words · saved by 2 readers

A project studying algorithmic amplification and distortion, and exploring ways to minimize harmful amplifying or distorting effects What made TikTok such a success? A commonly given reason is that the app’s advanced AI is really good at figuring out what you want to watch. Many people say TikTok knows them better than they know themselves. Some users think of the algorithm as a divine force that guides them. I’m not here to question people’s lived experience of TikTok. But there’s no truth to the idea that TikTok’s algorithm is more advanced than its peers. From everything we know—TikTok’s own description, leaked documents, studies, and reverse engineering efforts—it’s a standard recommender system of the kind that every major social media platform uses. Besides, recommender systems are a topic of furious research in computer science, and it would be implausible for TikTok engineers to have made a breakthrough that no one else knows about. Companies stay at the cutting edge by having

What made TikTok such a success? A commonly given reason is that the app's advanced AI is really good at figuring out what you want to watch. Many people say TikTok knows them better than they know themselves. Some users think of the algorithm as a divine force that guides them. I'm not here to question people's lived experience of TikTok. But there's no truth to the idea that TikTok's algorithm is more advanced than its peers. From everything we know-TikTok's own description , leaked documents , studies , and reverse engineering efforts-it's a standard recommender system of the kind that ever

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