Instruction: How would you incorporate generative models, like GANs, into a multimodal AI system for content creation?
Context: This question tests the candidate's knowledge of generative AI models and their ability to integrate these models into multimodal systems for creative applications such as automatic text-to-image generation.
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The way I'd think about it is this: Generative models are useful in multimodal AI for synthesis, translation across modalities, augmentation, captioning, image generation from text, and simulation-style tasks. They can help the system reason not just by classifying inputs, but...