Same Answer, Different Reasons: Trace-Level Divergence in Multilingual Large Language Models

Rui Sun, Peizhao Mei, Xiewei Cheng +4

Multilingual large language models are increasingly deployed in settings where visible reasoning traces support verification, education, and safety auditing, yet standard evaluatio…