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Spotify's Gustav Söderström on machine learning to personalize user experiences

The Robot Brains Podcast

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Is There a Gradual Roll Out of Astings Shift?

Much of our machine learning is still more traditional, supervised machine learning. We tend to focus more on long term retention than just the immediate metrix. Some things need to be rolled out at the same time to the entire population,. especially if they have network effects between users. Most of the features are not, they can be rolled out two percentage group at a time.

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