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Another ‘DeepSeek moment’? What China’s Kimi K3 means for the global AI industry

Moonshot AI's launch of Kimi K3 has revived debate over whether China can match US frontier AI performance despite limited access to advanced chips, with analysts warning that trillions of dollars in AI infrastructure spending could be at risk if Chinese models prove both better and cheaper. UBS head of emerging markets strategy Sunil Tirumalai noted that the global AI story has been framed as American, but a new question is emerging about the implications of cheaper, high-performing Chinese models.

read1 min views1 publishedJul 21, 2026
Another ‘DeepSeek moment’? What China’s Kimi K3 means for the global AI industry
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The new model from Moonshot AI has revived doubts over Silicon Valley’s cost-heavy strategy, but analysts expect demand for compute to keep rising

The launch of Moonshot AI’s Kimi K3 has revived an intense debate that has raged in Silicon Valley ever since DeepSeek’s shock breakthrough last year: whether China can overcome its limited access to advanced chips to match the performance of the United States’ frontier artificial intelligence models.

Trillions of US dollars might rest on the answer, as some see Chinese developers’ success in increasing performance through architectural innovation as weakening the rationale for America’s vast spending on AI infrastructure.

had closed its model-development gapwith the US to weeks rather than months.

For some analysts, the launch is about more than a shift in the benchmark contest between US and Chinese models. It offers a test of how China’s advances in AI software could affect an industry built around US dominance in frontier models – and the computing hardware that powers them. “For much of the past three years, the global artificial intelligence story has been framed as an American one. OpenAI, Google and Anthropic have dominated headlines, while investors have poured money into the companies supplying the chips, memory and data centres needed to power the AI boom,” said Sunil Tirumalai, head of emerging markets and Asia equity strategy at UBS, in a research note.

“But a new question is beginning to emerge: what happens if Chinese AI models become much better – and much cheaper?”

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