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Tencent Youtu Lab
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Forget bolting vision onto language models – truly powerful multimodal AI demands rethinking architectures from the ground up.
MLLMs can ace the test, but still fail to *see*—they often succeed at complex reasoning with symbols while failing at basic symbol recognition, revealing a reliance on linguistic priors over true visual perception.
