Researchers have dramatically scaled up neural cellular automata to generate high-resolution patterns in real-time. By representing each cell as a neural field, these self-organizing systems can now grow intricate patterns from a seed, regenerate damaged sections, and synthesize photorealistic textures and three-dimensional effects like clouds. According to a demonstration shared on Hacker News, the interactive demos let you watch patterns emerge and heal themselves—computational art that mimics nature's elegant problem-solving.

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