研究称视觉语言模型无法推理物理变换并发布ConservationBench

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   AIHub

   William Yijiang Li 访谈：视觉语言模型与物理世界

   ICML 2026 上，William Yijiang Li 等人的研究《Vision Language Models Cannot Reason About Physical Transformation》显示，当前视觉语言模型虽能回答守恒类问题，却难以在动态变化中持续追踪并更新物体状态，知道物理规则不等于能将其应用于动态视觉过程。

Current heat 7·Comparable peak 10（Oct 5）·Comparable change over 24 hours –

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