SAT: Balancing Reasoning Accuracy and Efficiency with Stepwise Adaptive Thinking

Weiyang Huang, Xuefeng Bai, Kehai Chen +4

Large Reasoning Models (LRMs) have revolutionized complex problem-solving, yet they exhibit a pervasive "overthinking", generating unnecessarily long reasoning chains. While curren…