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How the AI industry accidentally discovered that "just make it bigger" was one of the most important scientific findings of the decade

In 2018, many researchers believed language models were clever toys.

They could autocomplete text, generate amusing sentences, and occasionally fool people for a paragraph or two. But few expected them to become software engineers, researchers, tutors, designers, and writing assistants.

Then something strange happened.