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Lattice Deduction Transformers

Lattice Deduction Transformer approximates sound deduction via lattice-projected recurrent states, achieving near-perfect Sudoku and Maze accuracy with small parameters and abstention guarantees.

Liam Davis, Alberto Alfarano, Leopold Haller, Mark Santolucito

Atlanta Poster Session 1, Wed, Dec 9, 10:00 AM–1:00 PM, Hall C1 · Published 2026 · ▲ 1 on Hugging Face

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AI panel: 9 of 20 reviewers recommend it
lenient 3/5
medium 5/10
strict 1/5