AI Watchdog

The Atlantic’s ongoing investigation of the books, videos, and other media used by the world’s most powerful tech companies to train their AI models.

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Illustration by Matteo Giuseppe Pani / The Atlantic

AI’s Memorization Crisis

Large language models don’t “learn”—they copy. And that could change everything for the tech industry.

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Atlantic Intelligence

Atlantic writers help you wrap your mind around artificial intelligence and a new machine age.

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Illustration by The Atlantic. Source: Getty.

The Flaw That Could Ruin Generative AI

A technical problem known as “memorization” is at the heart of recent lawsuits that pose a significant threat to generative-AI companies.