Bridging the Detection-to-Abstention Gap in Reasoning Models under Insufficient Information

Renjie Gu, Jiaxu Li, Yihao Wang +8

We highlight a failure mode of large reasoning models on questions with insufficient information: models may recognize that a problem is under-specified, yet still continue reasoni…