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Generative AI is a subset of deep learning. It uses AI neural networks and can process both labelled and unlabelled data using supervised, unsupervised, and semi-supervised methods. It refers to a class of artificial intelligence models and algorithms designed to create new content. These models can generate text, images, music, and other forms of data that mimic human-created content. Generative AI applications are built on top of large language models (LLMs) and foundation models. LLMs are deep learning models.
LLMs are a subset of deep learning. LLMs are AI models that power chatbots, such as ChatGPT, Copilot, Google Gemini, etc. LLMs refer to large, general-purpose language models that can be pre-trained and then fine-tuned for specific purposes.
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