Mackenzie Hawkins on AI infrastructure and compute
19 quotes from 1 episode on Odd Lots, each with a timestamped link to the source.
19 quotes1 episode
The short version
Mackenzie Hawkins reported that Chinese AI firms legally rent advanced Nvidia compute in Southeast Asia to avoid direct trade restrictions. An analysis of trade manifests revealed roughly 50,000 advanced chips missing from declared regional facilities.
Most interesting insights
One smuggler pled guilty after labeling restricted Nvidia hardware as adapter modules.
“There was one case where, and this is a case where one person has actually pled guilty already, where they declared restricted Nvidia hardware to be, quote unquote, 'adapter modules.'”
Mackenzie Hawkins, Odd Lots · November 2026 · Listen ↗
Restricting remote chip access would hit revenue for Nvidia and hyperscalers like Oracle.
“This is sort of nightmare scenario for Nvidia if remote access were to be restricted. It's also a nightmare scenario for some hyperscalers like Oracle, that counts Chinese offtakers as a significant portion of its business.”
Mackenzie Hawkins, Odd Lots · November 2026 · Listen ↗
Chinese AI development depends on data centers in Southeast Asia
Mackenzie Hawkins said Johor, Malaysia acts as the compute backbone for Chinese AI labs. Megaspeed buys Nvidia chips in Southeast Asia to supply compute to Alibaba legally through cloud rentals.
“In some ways the backbone of Chinese compute is like Johor, Malaysia.”
Mackenzie Hawkins, Odd Lots · November 2026 · Listen ↗
“Megaspeed is the single largest Southeast Asian buyer of Nvidia chips. It's a major supplier of AI compute to Alibaba, which is one of the most important tech companies and frontier AI leaders in China.”
Mackenzie Hawkins, Odd Lots · November 2026 · Listen ↗
Trade records show tens of thousands of chips go missing
Trade manifests showed 50,000 Nvidia chips unaccounted for across Malaysia and Indonesia. Mackenzie Hawkins said Nvidia claimed the processors were in newly found warehouses after questions arose about chip delivery locations.
“We compared that number to Malaysian and Indonesian trade records that we had gotten and found that there were about 50,000 chips unaccounted for, which is like not a small amount of compute…”
Mackenzie Hawkins, Odd Lots · November 2026 · Listen ↗
Federal inquiries into Nvidia hardware shifted to the Justice Department
Nvidia general counsel Tim Teter contacted export officials about an executive detention, prompting a unique rule that restricted agent inquiries. Mackenzie Hawkins said the Department of Justice took over the case from commerce officials.
“Nvidia's general counsel, a guy called Tim Teter, called the head of the Bureau of Industry and Security, like the export controls enforcement, and the agency that writes and enforces export controls at the Commerce Department, in late summer last year to inquire about whether BIS was involved in the detention of Alice.”
Mackenzie Hawkins, Odd Lots · November 2026 · Listen ↗
“And agents or people working on export enforcement, you know, were restricted from like requesting information directly from Nvidia without getting Kessler's approval beforehand or routing it through him. That's a policy that's unique to Nvidia.”
Mackenzie Hawkins, Odd Lots · November 2026 · Listen ↗
“The Department of Justice had been working alongside BIS for a bit on this case, ended up asking BIS to stop its efforts. So now that case is with DOJ.”
Mackenzie Hawkins, Odd Lots · November 2026 · Listen ↗
Mackenzie Hawkins said Huawei production remains capped in the low hundreds of thousands, with executives projecting delays until 2030. American companies formed a consortium to counter Huawei bids in Egypt.
“Huawei's overall production capacity of that hardware is in the low hundreds of thousands.”
Mackenzie Hawkins, Odd Lots · November 2026 · Listen ↗
“…when they learned of this bid that Huawei had made in Egypt, they like gathered this consortium of American companies and they were like counter bid.”
Mackenzie Hawkins, Odd Lots · November 2026 · Listen ↗
“The enforcement unit of the part of the Commerce Department that handles chip export control, so the people who are like, 'Oh, you've violated, like you smuggled, we're going to go after you,' that unit started mapping where in the world remote access happens, which is very interesting, because remote access is not illegal.”
Mackenzie Hawkins, Odd Lots · November 2026 · Listen ↗
“He later emailed BIS staff who are working on the case, and asked to meet with one of them. And they forwarded those emails to Jeffrey Kessler, because Tim Teter invoked Kessler's name.”
Mackenzie Hawkins, Odd Lots · November 2026 · Listen ↗
Megaspeed bought $4.6 billion in Nvidia hardware to become the supplier's biggest buyer in Southeast Asia, four days after incorporating in Singapore via a British Virgin Islands shell.
The neocloud channeled AI compute directly to Alibaba, bypassing strict hardware export bans by selling cloud access instead of physical silicon.
Chinese artificial intelligence labs train advanced models by renting American graphics processors hosted in third-party hubs like Johor, Malaysia, completely bypassing physical export restrictions.
Megaspeed, a Singapore-based neocloud provider, built its core business model around supplying high-end Nvidia computing capacity to international clients without moving physical hardware across Chinese borders.
Black market chip smugglers bypass US export controls by placing hardware orders for ghost data centers that do not exist.
An Nvidia Grace Blackwell system weighs roughly two tons, meaning smugglers cannot rely on covert luggage runs; they rely on falsified shipping manifests.
Nvidia General Counsel Tim Teter contacted the head of the Bureau of Industry and Security (BIS) in late summer to check if the agency played a role in detaining former Megaspeed executive Alice Huang in Singapore.
Nvidia maintains Teter did not know Alice Huang was in an extramarital relationship with Nvidia CEO Jensen Huang when he made the inquiry.
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