this post was submitted on 28 Jun 2024
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What makes the "spicy autocomplete" perspective incomplete is also what makes LLMs work. The "Attention is All You Need" paper that introduced attention transformers describes a type of self-awareness necessary to predict the next word. In the process of writing the next word of an essay, it navigates a 22,000-dimensional semantic space, And the similarity to the way humans experience language is more than philosophical - the advancements in LLMs have sparked a bunch of new research in neurology.