A History of Large Language Models

Shared from gregorygundersen.com on April 11, 2026.

Articlegregorygundersen.com

Gregory Gundersen,

This is the kind of long historical synthesis that helps engineers stop treating transformers as a sudden miracle. It traces the ideas through distributed representations, language modeling, attention, transformers, and generative pretraining.

Worth keeping because architectural judgment improves when the current stack has a history. The tradeoffs feel less arbitrary when you can see what each generation was trying to solve.

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