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Video models are zero-shot learners and reasoners
Video models like Veo 3 are on a path to become vision foundation models.
Veo 3 shows emergent zero-shot abilities across many visual tasks, indicating that video models are on a path to becoming vision foundation models—just like LLMs became foundation models for language. This transformation emerged from simple primitives: large, generative models trained on web-scale data. We demonstrate that Veo 3 can zero-shot solve a broad variety of tasks it wasn't explicitly trained for: segmenting objects, detecting edges, editing images, understanding physical properties, recognizing object affordances, simulating tool use, and much more.
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