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FluidWorld

Jupyter Notebook ★ 8 updated 3mo ago

A world model that replaces attention and recurrence with reaction-diffusion PDEs. Latent states evolve through Laplacian diffusion and learned reaction terms on a 2D spatial grid, giving the model a built-in inductive bias for spatial coherence, adaptive computation depth, and O(N) scaling in the number of spatial tokens.

No plain-English explanation yet — one is being written right now. Check back in a minute.