Spotify introduces Prompted Playlist for algorithm control

Spotify is rolling out a beta feature called Prompted Playlist in New Zealand, allowing users to write custom prompts to shape their music recommendations. The tool draws on a user's full listening history to generate personalized playlists. This update aims to give listeners more direct influence over the streaming service's suggestions.

Starting December 11, Spotify subscribers in New Zealand can access the beta version of Prompted Playlist, a new tool designed to enhance user control over music recommendations. Users simply tap into the feature and enter a text prompt describing the type of music they desire, whether broad like "upbeat tracks for workouts" or specific to genres and moods. Spotify combines this input with the individual's complete listening history, dating back to their first day on the platform, to curate a tailored playlist.

The interface includes an "Ideas" tab offering prompt suggestions for those seeking inspiration. Generated playlists feature explanations for each song's inclusion, helping users understand and refine the algorithm's choices. Users can also enable automatic updates, adding fresh tracks at set intervals to keep the list current.

This builds on Spotify's prior experiments with AI-driven playlists but emphasizes greater user agency through detailed prompts and comprehensive data usage. Currently limited to English, the feature is set to expand as more participants join the beta.

Similar efforts appear across platforms: Meta is testing algorithm adjustments in Threads and Instagram, while TikTok offers a reset for its For You page. These developments highlight a shift, where once-passive recommendation systems now incorporate active user input to improve personalization.

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