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The University of Osaka
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Adding just one spatial word can lead MLLMs to consistently choose the wrong answer, revealing a critical vulnerability in their reasoning processes.
LLMs struggle to predict prosecutorial decisions, highlighting a critical blind spot in legal AI's ability to assess criminal liability beyond formally indicted cases.