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Previous episode Candidate generation: how a video feed finds a few hundred videos among millions

How TikTok and YouTube decide what you see next

Ranking: how a video feed decides which video comes first

A video app has a short list of a few hundred videos for you. Only one can play next. The app gives each video a score. What does that score try to guess about you?

  1. 1 Now comes the careful step. A second program takes the candidates one by one and gives each of them a score. The highest score goes first.score?score?score?score?

    Now comes the careful step. A second program takes the candidates one by one and gives each of them a score. The highest score goes first.

  2. 2 Take two of them: a new pottery video by Miva, and a video about bees. Neither is good or bad in itself. So what could the score measure?score?Miva's new videoscore?a bee video

    Take two of them: a new pottery video by Miva, and a video about bees. Neither is good or bad in itself. So what could the score measure?

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Next episode Cold start: what a video feed shows a brand-new user

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