Spotify

Humans + Machines: A Look Behind the Playlists Powered by Spotify’s Algotorial Technology

Apr 1, 2023Christopher Barthle, Engineering Manager
Humans + Machines: A Look Behind the Playlists Powered by Spotify’s Algotorial Technology
SummaryAI, from the source post

This post introduces 'Algotorial' technology, which combines human editorial expertise with algorithmic personalization to create playlists. Editors define user needs and create 'pools' of relevant songs, leveraging their musical and cultural knowledge. Algorithms then select and order tracks from these pools for individual users. The system adapts based on user engagement (listening, skipping, saving) to refine taste profiles and recommendations. Personalization is highlighted as a key driver of user satisfaction, with 'Algotorial' playlists scaling editorial expertise for personalized experiences.

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