When Reasoning Goes Astray: Attention Dynamics of Uncontrolled Reasoning

Yuanhe Zhang, Ziwei Wang, Jie Ren +6

Large reasoning models (LRMs) improve performance on complex tasks through extended reasoning, yet the same process can degenerate into redundant verification and persistent genera…