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Just ask: designing intent-driven algos


Classic recommender systems are great for answering the question “what does a user want in general?”. However, they only get you partway to an answer to “what does a user want right now?”. To close the gap, it helps to capture and act on real-time user intent. I’ll share examples of this paradigm, and the resulting changes to our algorithms and architectures.


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