SelfCAD: Protecting Your Efficient Reasoning Capabilities via Self-Cautious Insertion

Published in Preprint 2026, 2026

This preprint proposes a self-cautious insertion method to protect efficient reasoning capabilities of language models.

Taiye Chen, Mingjie Li, Yichuan Mo, Shuo Feng, and Yisen Wang. (2026). "SelfCAD: Protecting Your Efficient Reasoning Capabilities via Self-Cautious Insertion."