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Nvidia, the Californian tech company known for its PC GPUs, has seen a surge in market value, briefly overtaking Apple as the world's most valuable company. And the reason isn't video games.

Nvidia produces the GPU chips used to power AI applications and has seen its market share grow by $3.1 trillion over the past two years. Nvidia surpassed Microsoft in total value earlier this year.