"LLMs function by utilizing intricate deep learning techniques like transformers to produce text that's remarkably similar to human writing," explains Peter Wood, chief technical officer at Spectrum Search. "They're trained using extensive datasets covering a huge array of texts so they can understand context, grammar, and semantics."
"Generative AI (as the name suggests) is a type of AI that uses algorithms to produce content based on user inputs. At a basic level, this includes producing or summarizing text, images, and audio, though more advanced multimodal models are now capable of handling other data such as video or a mix of the above."
"What’s important to note is that, as with other forms of generative AI, LLMs are built to produce the best probabilistic response to any user input. These models aren't comprehending text in a way similar to humans, but merely providing answers based on incredible datasets."
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