Automata
automata.art
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Overview
AUTOMATA is art that makes art. We are a gallery and curation studio staging releases and exhibitions that push the boundaries of autonomous art. From early algorithmic pioneers to today's creative agents, we produce cultural programming that defines what comes after AI.
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Trie Automata for Constrained Decoding over Large Finite Sets
Abstract page for arXiv paper 2608.12574: Trie Automata for Constrained Decoding over Large Finite Sets
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December - Mr. Baby Paint & accidentally discovering a new cellular automata & pixel-fattening
On building Mr. Baby Paint, a radically simple co-op drawing app for toddlers & accidentally discovering a flood-fill cellular automata, plus developing pixel-fattening algorithms for bitmap fonts.
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Can LLM Agents Infer World Models? Evidence from Agentic Automata Learning
Abstract page for arXiv paper 2606.16576: Can LLM Agents Infer World Models? Evidence from Agentic Automata Learning
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Neural Cellular Automata with WebGPU
A WebGPU demo of Growing Neural Cellular Automata. Each cell runs inference through a shared pretrained neural network entirely in compute shaders
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