Quotient Recurrent Reasoner Hits 97.9% on Sudoku-Extreme with 78% Fewer Loops

Researchers introduce the Quotient Recurrent Reasoner (QRR), which keeps symmetry-driven rotations in quotient space while task-relevant dynamics converge faster. It achieves 97.9% accuracy on Sudoku-Extreme with 78% fewer recurrent loops.

2026-10-15 ~ 2026-10-16 · 2 related posts