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Paper · NeurIPS 2025

Little Martians: From Desert Clay to Generative Agents

Vanessa Rosa and Gene Kogan

NeurIPS 2025, Creative AI track · San Diego, December 2025 · Paper, poster, talk and panel

The NeurIPS poster: the pipeline from desert clay to ceramic sculpture to LoRA to film.
The poster, printed for the session.

Little Martians is a trans-media experiment in which physical ceramic sculptures become synthetic artists. Each character begins as a clay head, is fired in a kiln, photographed, and distilled into a LoRA that conditions generative AI systems. The pipeline bridges ancient craft and modern AI, rooting autonomous agents in material culture while enabling them to generate unlimited narrative, image and sound.

  • Local Sonoran clay, collected and filtered, hand-sculpted into small heads, then bisque-fired above 1000 °C. The cracking that happens when a silicone mould is pressed produces the archaeological variations that later show up in the generated images.
  • Conceptual grounding: Lynn Margulis on symbiogenesis, Michael Levin on bioelectric pattern memory, and Harold Cohen’s AARON as proof that creativity can come out of explicit rules and decades of iteration; with von Neumann, Karl Sims, Jeremy England, Moravec and McCorduck.
  • The appendix sets out the lightweight geometric consciousness prompt generator that seeds the daily films, so that they do not all come out the same.
The paper, four pages
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At the conference
Presenting the work, NeurIPS 2025
Presenting the work, NeurIPS 2025
The poster session, with the films playing
The poster session, with the films playing
The Creative AI panel: Priya Prakash, Parag Mital, Manuel Flurin Hendry, Luba Elliott, Jie Zhang, Gottfried Haider, Vanessa Rosa and Marcelo Coelho
The Creative AI panel: Priya Prakash, Parag Mital, Manuel Flurin Hendry, Luba Elliott, Jie Zhang, Gottfried Haider, Vanessa Rosa and Marcelo Coelho

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