Think Right: Learning to Mitigate Under-Over Thinking via Adaptive, Attentive Compression

Joykirat Singh, Justin Chih-Yao Chen, Archiki Prasad +3

Recent thinking models solve complex reasoning tasks by scaling test-time compute, but this scaling must be allocated in line with task difficulty. On one hand, short reasoning (un…