Task-Conditional Faithfulness Auditing of Multimodal LLMs for Grid Diagnosis

Tianqiao Zhao, Meng Yue, Jianhui Wang

Multimodal large language models (LLMs) can combine topology, measurements, and incident text for grid diagnosis, yet answer accuracy does not establish that task-appropriate evide…