The Importance of a Collaborative Filtering Model

There's a great example from the project we did with HBO that a consumer will really relate to. If I go to HBO and I say, hey, can you show me what you have that's most like this? Because they're using interaction data and very limited structure rather than if they don't know what I mean. And so building an embedding of all film TV shows that we did, we were able to work with HBO on how would they make recommendations about data that they have no interaction data on. Well, they have a complete understanding with thousands of topical and emotional attributes than these embeddings understand the movies the way you and I do. Next, by the way, very