Research· AI-written
Repairing language models with bit-level Ising edits
Researchers introduce Tree-Ising, a method that repairs language model reasoning loops by casting weight adjustment as a sparse discrete optimization problem, outperforming agent-based edits at a fraction of the cost.
Nov 12, 2026 · 3 min read