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joelsimon.net/lluminate

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An evolutionary algorithm for creative exploration.

Lluminate Creative Exploration with Reasoning LLMs Large Language Models (LLMs) generate coherent text but tend to produce homogeneous outputs when prompted for creative content. To overcome this, I introduce Lluminate, an LLM based evolutionary algorithm that explores diverse creations by combining evolutionary methods with principled creative thinking strategies. The findings demonstrate that integrating evolutionary pressure with formalized creative strategies enables sustained open-ended exploration (illumination) of latent creative spaces, offering new possibilities for assisted creative

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