---
id: proto_spawn
title: "PROTO / Spawn"
year: 2019
category: "AI & Code"
lang: en
canonical: https://nodemusic.cc/node/proto_spawn
source: node.music
---

# PROTO / Spawn (2019)

AI & Code · https://nodemusic.cc/node/proto_spawn

## Summary

Holly Herndon recorded PROTO (2019) by inducting the neural network Spawn into her vocal ensemble. The AI functioned not as a content generator but as a fellow chorister, trained in real-time improvisation using "call and response" techniques.

## Full text

Holly Herndon approached artificial intelligence less as an engineer and more as a choirmaster. The album's central figure was Spawn — a neural network housed in an illuminated gaming PC that took the soloist's spot on stage. The music-making process relied on 'parenting': the ensemble fed the algorithm small fragments of singing, creating an 'ethical dataset' built exclusively from their own voices. This approach bypassed mass surveillance data scraping and returned authorship to the realm of collective responsibility.

The sonic aesthetic of PROTO is built on embracing the 'alienness' of machine logic. Herndon deliberately kept training artifacts in the final mix — moments where Spawn choked, generated harmonies unnatural to vocal cords, or dissolved into digital screeching. These glitches were treated not as technical errors but as manifestations of the new member's agency. The project demonstrated a symbiotic model where technology extends the physical capabilities of a vocal ensemble rather than replacing it.

## People

- Holly Herndon (b. 1980) — Composer and Doctor of Musical Arts (Stanford), exploring the politics of digital intimacy.

## Connections

### Influenced by

- [Neural Synthesis](https://nodemusic.cc/node/magenta.md) - EVOLVED
- [Gesang der Jünglinge](https://nodemusic.cc/node/gesang.md) - INSPIRED

### Influenced

- [Generative AI](https://nodemusic.cc/node/gen_ai.md) - INFLUENCED