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LLM abstraction levels inspired by fish eye lens
We often think of the same information at different levels or abstraction. Here's a simple example: Here's a close-up of a fish— we can see the scales, the texture of the fins, the faint reflection in the eye.
Often, we’re handed a single piece of text, stripped from its surroundings: a quote from a book, a paragraph from a Wikipedia article, or a sentence from a movie script. The same day a customer came in, and the shoes suited him so well that he willingly paid a price higher than usual for them; and the poor shoemaker, with the money, bought leather enough to make two pairs more. About midnight in they came, dancing and skipping, hopped round the room, and then went to sit down to their work as usual; but when they saw the clothes lying for them, they laughed and chuckled, and seemed mightily delighted.
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