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README.md

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 ---
-title: μLattice
+title: uLattice
 emoji: 🧠
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 app_port: 7860
 pinned: true
 license: mit
-short_description: AI memory that grows without the cost growing
+short_description: Breaking the quadratic memory barrier in AI
 ---
 
-# μLattice
+# uLattice
 
-AI memory that grows without the cost growing.
+Breaking the quadratic memory barrier in AI.
+
+A sequence mixer with dynamically allocated memory. Each token reads and writes
+exactly 9 cells on a 2D lattice; memory grows with content while per-token cost
+stays constant.
+
+Live demo below. Also at [ex0bit-mlattice.hf.space](https://ex0bit-mlattice.hf.space).