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PROTO: Holly Herndon Trains an AI as a Member of the Ensemble

PROTO

Holly Herndon's album PROTO brings singers, collaborators, and the machine-learning system Spawn into a collective training process. Human voices, model outputs, breath, harmony, and electronic production remain visibly entangled.

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Why it’s interesting

Holly Herndon's album PROTO brings singers, collaborators, and the machine-learning system Spawn into a collective training process. Human voices, model outputs, breath, harmony, and electronic production remain visibly entangled.

Instead of treating AI as an invisible button, the record lets you hear the awkward lessons, errors, and surprising harmonies of teaching a machine inside a musical group.

How to try it

Listen to the official video for Eternal, then use the 4AD release page for album context and credits. Headphones help when comparing the choral layers, synthetic textures, and lead voice.

Use the official page or demonstration as the current reference. Do not assume that a staged installation, limited experiment, account-gated demo, subscription feature, or physical product is available everywhere.

Requirements and sources

This entry credits Holly Herndon × Mathew Dryhurst × Jules LaPlace × Ensemble × Spawn and keeps “PROTO” as the original title. It is free to view or try and available as an immediate browser or media experience. Pricing, access, regional availability, accounts, hardware, and service support can change, so verify them on the [first-party source](https://shop.4ad.com/release/339131-holly-herndon-proto?lang=en_US) before trying or buying. The description stays within the documented AI role and does not treat promotional claims as independent testing.

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