ThinkPilot: Steering Reasoning Models via Automated Think-prefixes Optimization

Sunzhu Li, Zhiyu Lin, Shuling Yang +2

Large Reasoning Models (LRMs) are powerful, but they still suffer from inefficient and off-target reasoning. Currently, training-free methods are limited to either rigid heuristics…