M6 · What to Show Next
Find, Then Rank
Split a recommender into a fast first stage that finds candidates and a careful second stage that orders them.
YouTube's 2016 system faced millions of videos and had tens of milliseconds to answer. So it works in two stages. A fast first pass keeps a few hundred candidates; a careful ranker orders only those.