DeepSeek Turns to Huawei for 160,000 AI Chips

DeepSeek intends to install at least 160,000 of Huawei's top AI accelerators at a data centre it is building in Inner Mongolia, according to a Bloomberg report on 4 September. If the order is filled, it would be one of the largest known deployments of Chinese-designed chips anywhere, and a clear sign of how far the industry has moved since Nvidia lost effective access to the Chinese market.

The chips in question are Huawei's next-generation Ascend 950DT. The detail worth pausing on is how DeepSeek plans to use them. The company means to run its models on the Huawei hardware, not to train them, even though Huawei designed and marketed the 950DT for exactly that heavier task. Training, for now, appears to stay on Nvidia silicon where it can. It is a telling split. Chinese firms will build on domestic chips where they must, and hold onto foreign ones where the work is hardest.

A site built around cheap power and cold air

The data centre sits near Ulanqab, about 350 kilometres north-west of Beijing, in a region chosen for reasons that have nothing to do with politics. There is cheap wind and solar power, and an average temperature around 4.3 degrees Celsius that does much of the cooling for free. At full load the one-gigawatt facility would draw as much electricity as 750,000 homes. It is scheduled to come partially online in late 2027 or early 2028, so this is a plan on a long fuse rather than a switch about to flip.

Getting there will not be simple. Shortages of high-end memory are expected to cap Huawei's output of the 950DT at the low hundreds of thousands this year, which means filling a single 160,000-chip order could take more than a year on its own. Ambition and supply are not yet in the same place.

The export-control logic, running in reverse

Washington restricted advanced chip sales to slow China's AI progress. The visible effect has been to hand Huawei a captive customer base it could only have dreamed of a few years ago. DeepSeek is the highest-profile name yet to place that kind of trust in domestic hardware for production work at scale.

The move also lands against a shifting policy backdrop inside China itself. Beijing has been weighing its own export controls on AI models and chip designs, a reminder that both governments now treat this technology as strategic infrastructure. DeepSeek, fresh off a $7.4 billion raise, has the capital to make a large hardware bet. Whether Huawei can deliver the parts on the timeline DeepSeek wants is the question that will actually decide how this goes.