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The constraint that determines who can compete at the frontier of artificial intelligence is compute.
Training large models requires sustained runs across dense hardware clusters; running them at consumer scale adds inference costs that compound with every request.
ByteDance, the Chinese company behind TikTok, is pouring resources into that race. Some think it is a significant gamble. The structure of the risk What ByteDance is committing remains incompletely public.
The investment is characterized as substantial, but specific capital figures, timelines, and target model categories have not been disclosed. The concern among skeptics is structural.
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