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The deal, which is expected to close by year's end, is worth $8.2 billion.
AMD previously invested in World Labs before the acquisition, which is the chipmaker's second biggest on record.
World Labs’ sale to Advanced Micro Devices Inc. caps a rapid ascent for the two-year-old AI startup — and is set to boost co-founder Fei-Fei Li’s wealth by more than half.