![]() ![]() This is, in essence, how all algorithms work. Which means video makers keep making those kinds of videos-hoping kids will click. Kids keep clicking on them, and keep being offered more of the same. When they do, YouTube’s algorithm takes notice, and recommends those videos to kids. Videomakers take notice of what’s most popular, then mimic it, hoping that kids will click on their stuff. ( Google / YouTube)Īnd here’s where the ouroboros factor comes in: Kids watch the same kinds of videos over and over. The architecture of YouTube’s recommendation system, in which “candidate videos” are retrieved and ranked before presenting only a few to the user. Making a recommendation system that’s worthwhile is “extremely challenging,” they wrote, because the algorithm has to continuously sift through a mind-boggling trove of content and instantly identify the freshest and most relevant videos-all while knowing how to ignore the noise. That includes many hours of video uploaded to the site every second of every day. “YouTube recommendations are responsible for helping more than a billion users discover personalized content from an ever-growing corpus of videos,” researchers at Google, which owns YouTube, wrote in a 2016 paper about the algorithm. This recommendation engine poses a difficult task, simply because of the scale of the platform. * The algorithm is basically a funnel through which every YouTube video is poured-with only a few making it onto a person’s screen. The videos that surface on the app are generated by YouTube’s recommendation algorithm, which takes into account a user’s search history, viewing history, and other data. And because the mobile app is designed for use on a phone or tablet, kids can tap their way across a digital ecosystem populated by countless videos-all conceived with them in mind. ![]() If you don’t have a 3-year-old in your life, you may not be aware of YouTube Kids, an app that’s essentially a stripped-down version of the original video blogging site, with videos filtered by the target audience’s age. It also begins to explain the popularity of YouTube among toddlers and preschoolers, several developmental psychologists told me. They just want to be in charge! This desire for autonomy clarifies so much about the behavior of a very small human. (No, I want this banana, not that one, which looks identical in every way but which you just started peeling and is therefore worthless to me now.) ![]()
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