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Midjourney depiction of an LLM receiving inputs

The Influence of LLM Inputs on Outputs

Large language models analyze datasets to derive patterns and rules as a method of learning and replicating human intelligence. As you can probably guess, the dataset used in a model can dramatically alter its understanding. We’ve used a number of analogies to explain the significance of this, but it boils down to the same principle: the inputs in LLMs greatly influence the outputs.

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The Influence of LLM Inputs on Outputs: image 1

What is an LLM? And How Humans Shape Their Knowledge

Large language models are a type of artificial intelligence (AI) infrastructure used to generate human-like text-based content based on the input they receive.

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