The First Impression Problem: Internal Bias Triggers Overthinking in Reasoning Models

Renfei Dang, Zhening Li, Shujian Huang +1

Reasoning models often exhibit overthinking, characterized by redundant reasoning steps. We identify \emph{internal bias} elicited by the input question as a key trigger of such be…