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How GPT (LLM) Works: The Next Word Predictor

TLDR: At its core, GPT asks one question, repeated: "Given everything so far, what is the most likely next token?" Tokens are not words — they're subword units. The Transformer architecture uses self-attention to weigh how much each token should infl...

Mar 9, 2026•4 min read

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