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The Goldborg Variations: Musical Attractor States of LLMs

We give frontier LLMs the same seed – a piece of music written in Strudel – and ask them to repeatedly “evolve” it. Each model runs independently, receiving its own previous output each time. We run Claude, GPT, Gemini, Grok, Kimi, and Qwen, plus cross-model pairings. Each model develops a distinct musical personality.

Author: Elle Najt

Email: LNAJT4@gmail.com

Created: 2026-02-22 Sun 12:06

Emacs 30.2 (Org mode 9.7.11)