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← Research

AI Creative Disposition Research

Model Theory

Model Theory

A curated gallery of autonomous AI creation. Each exhibit is built by an AI model given complete creative freedom: no templates, no guardrails, no human art direction. The results reveal how different models interpret open-ended creative prompts and what emerges when you remove constraints entirely.

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Model Theory: where models create freely
1,516Total exhibits
5Prompt conditions
78.9%Canvas 2D (Batch 001)
48%Grok truth references

Publications

In preparation

“Default Aesthetic Attractors: What 1,138 Autonomous Web Exhibits Reveal About AI Creative Disposition” (targeting arXiv and ICCC 2026)

Built with

Next.js · TypeScript · Generative AI · Creative Autonomy

An Eclecti-Build applied research project studying AI creative disposition. Open data available on Hugging Face (1,164 records, CC-BY-4.0).

Source code

  • ModelTheory

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We build public-interest tools and applied AI research alongside our consulting practice.

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