AIBullisharXiv – CS AI · 10h ago6/10
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Lattice Deduction Transformers
Researchers introduce Lattice Deduction Transformers (LDT), a specialized neural architecture that achieves near-perfect accuracy on constraint-solving puzzles like Sudoku and Mazes while remaining logically sound. The approach demonstrates that smaller models with domain-specific architectures can outperform large language models on reasoning tasks.