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#vision-generation

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01 ·★ MEMBER·PAPER·10 min read Paper Deep-Dive: The 'Physics' of Multimodal Pretraining — Which Way Does Knowledge Actually Flow? What happens when a single model learns text and images together from day one? A large-scale controlled study from Meta FAIR and collaborators maps the asymmetric flow of knowledge between modalities, the conditions for synergy, the 'vision laziness' caused by late integration, and a recipe that gets strong image generation from just 5% of the data budget.