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Researcher Finds Evidence Chinese AI Labs Used Restricted Nvidia Blackwell GPUs

Will DePue of Unemployment Labs found numerical fingerprints in the model weights of DeepSeek, Moonshot AI, MiniMax and Ant Group releases that match NVIDIA's restricted Blackwell GPUs, including GB200 and GB300 variants, with six models released since April 2026 showing the patterns while earlier models aligned with older Hopper chips. Tests on real hardware reproduced the weights bit-for-bit at statistical confidence reaching 1,385 sigma, and the analysis estimates clusters of 2,000 to 3,000 GPUs per run. The findings do not prove smuggling, since rentals abroad remain possible, but they show open model releases as a new way to track access to restricted AI hardware, amid scrutiny of NVIDIA's China ties following CEO Jensen Huang's recent departure.

by read1 min views1 publishedNov 13, 2026
Researcher Finds Evidence Chinese AI Labs Used Restricted Nvidia Blackwell GPUs
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Last updated Nov 13, 2026

Will DePue of Unemployment Labs examined model weights from DeepSeek, Moonshot AI, MiniMax, and Ant Group, spotting numerical patterns that match NVIDIA's advanced Blackwell GPUs, including high-end GB200 and GB300 variants. Six models released since April 2026 showed these fingerprints, while earlier ones aligned with older Hopper chips; tests on real hardware reproduced the weights bit-for-bit, with matches reaching extreme statistical confidence like 1,385 sigma. The analysis estimates clusters of 2,000 to 3,000 GPUs per run, amid scrutiny of NVIDIA's China ties following CEO Jensen Huang's recent departure. Though it doesn't prove smuggling—rentals abroad remain possible—the findings highlight open model releases as a new source for tracking restricted AI hardware access.

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