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Bidirectional interaction between enhanced understanding, controllable spatial editing, and novel-view-assisted reasoning enables a unified multimodal model to achieve spatial intelligence beyond general visual competence.
Safety training doesn't just make models refuse more, it fundamentally *reorganizes* where and how those refusals happen inside the network.