Which of the following tasks can Generative AI models perform?

Generative AI models are designed to create new content, whether it be images, text, audio, or other forms of media. These models leverage patterns learned from their training data to generate outputs that are original yet stylistically or contextually relevant to the input they receive. For instance, in the domain of text, models can produce coherent and contextually appropriate narratives based on prompts provided to them. Similarly, in image generation, models can create novel visuals that may not exist in the real world but are based on learned characteristics of existing images.

The focus of generative AI is on innovation and content creation rather than merely analyzing, categorizing, or predicting based on fixed data sets. Thus, the task of creating entirely new images and text exemplifies the core functionality of generative AI models, differentiating them from other forms of AI that may solely operate within the realms of data analysis, categorization, or outcome prediction.