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Every LLM Request Has Two Halves. Only One Uses Your GPU Cores

This story is from 2026-08-31. It is preserved in the archive; the latest stories are on the live feed.

Paste a long document into ChatGPT and hit enter. Nothing happens for a second or two. Then the answer starts appearing, word by word, at a steady pace until it finishes. You have seen this hundreds of times. Most people never think about it. But those are two completely different things happening…

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  1. 2026-08-31 06:50 · DEV Community — Machine Learning
    Every LLM Request Has Two Halves. Only One Uses Your GPU Cores

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