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  • October 10, 2026
  • Last Update July 17, 2026 9:28 pm
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AI competition moves beyond LLMs into distribution and hardware channels

AI competition moves beyond LLMs into distribution and hardware channels

As frontier AI models reach practical usability, competition is shifting from incremental improvements in model performance to a broader battle over distribution, application integration, and cost-effective deployment, according to DIGITIMES analyst Luke Lin. Developers are now racing to secure access to end users via devices and platforms, marking a new phase in AI competition that is expected to last for the next several years.

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