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Central South University, Meituan Inc
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Current MLLMs are still surprisingly reliant on textual reasoning, even when visual information is crucial for solving STEM problems.
LongCat-Next shatters the language-centric paradigm by unifying text, vision, and audio into a single autoregressive model with minimal modality-specific design, finally reconciling understanding and generation in discrete vision modeling.
