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TikTok's U.S. operator is hunting for multiple gigawatts of computing capacity over the coming years, according to sources who told CNBC on October 23. The social media platform's pursuit of substantial computing resources underscores the infrastructure demands of operating a major content platform and suggests TikTok is planning significant expansion or upgrades to its U.S. technical infrastructure amid ongoing regulatory scrutiny and operational pressures.