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They spend a lot of effort trying to get good at predicting user preferences, through modeling of personality, behaviour patterns and more.

You can find out quite a lot in their blogs and publications:

https://research.atspotify.com/2022/02/modeling-users-accord...

https://research.atspotify.com/user-modeling/



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