In the early 2010s, this new type of AI system, the deep neural network becomes popular. Deep neural networks can power all kinds of things from image generating models to text chatbots. And it just so happens that the kind of math that deep neural networks have to do to recognize photos or generate text works much better on a GPU than a CPU. The companies that are getting into deep learning neural networks, Google, Facebook, etc., start buying a ton of NVIDIA's cards.

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