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cs.AI2026
Safety Geometry Collapse in Multimodal LLMs and Adaptive Drift Correction
Jiahe Guo, Xiangran Guo, Jiaxuan Chen +6
Multimodal large language models (MLLMs) often fail to transfer safety capabilities learned in the text modality to semantically equivalent non-text inputs, revealing a persistent…
cs.AI2025
Explainable Artificial Intelligence based Soft Evaluation Indicator for Arc Fault Diagnosis
Qianchao Wang, Yuxuan Ding, Chuanzhen Jia +2
Novel AI-based arc fault diagnosis models have demonstrated outstanding performance in terms of classification accuracy. However, an inherent problem is whether these models can ac…