CounterRoute: Self-Routed Reasoning via Hierarchical Counterfactual Credit Assignment

Ruochen Jiao, Besnik Fetahu, Zhenyu Shi +1

Reasoning-capable language models often produce long chains of thought when direct answers suffice, wasting inference compute. Dual-mode models offer both thinking and direct-answe…