Asia’s AI Computing Chain Is Not Waiting — What Does Jensen Huang’s Apology Mean for the Region? (Part II)

By Wan Ge in Tokyo

In Part I, we wrote that Asia’s AI computing supply chain seemed to have little choice but to wait and see.

In reality, it is not waiting passively.

Seoul, Astana, Singapore, Kuala Lumpur — every node in the regional computing network is making its own choices.

Those choices may not determine the direction of Washington’s investigation. But they will help determine what Asia’s AI computing landscape looks like after the investigation is over.

South Korea: Lock In Certainty With Contracts, Hedge Risk With New MOUs

South Korea has reacted faster than almost anyone else.

Its defensive move was straightforward.

South Korea’s vice minister of science and ICT told the National Assembly that GPU deliveries under signed contracts would not be interrupted.

That separates contract execution from the CEO’s personal controversy, using legal certainty to offset political uncertainty.

Its offensive move came almost immediately.

On November 9 — the same day Madison Huang cancelled her South Korea visit — NVIDIA, SK Telecom and Korean AI chip startup Rebellions signed a three-way MOU at AI Day Seoul.

The companies plan to use NVIDIA’s NVLink Fusion technology to integrate NVIDIA GPUs with Rebellions’ NPUs inside SK Telecom’s AI data centers.

The message was clear:

NVIDIA’s founder’s daughter may not come to Seoul.

NVIDIA’s technology still has to stay.

South Korea is not betting on Jensen Huang’s personal political future.

It is betting on the fact that NVIDIA chips are already deeply embedded in Korean data centers, and that the cost of switching suppliers would be far higher than the short-term noise generated by an investigation.

SK hynix is one of NVIDIA’s key HBM suppliers. Samsung also sits inside the broader semiconductor manufacturing chain.

South Korea’s AI infrastructure has already become deeply intertwined with NVIDIA.

The deeper that integration becomes, the less vulnerable the relationship is to short-term political turbulence.

Singapore: From Transit Hub to Scrutinized Transit Hub

Singapore is in a much more delicate position.

The Megaspeed case has pushed it directly into the center of the controversy.

But Singapore’s response is not to retreat from its role as a regional computing distribution hub.

Instead, the model is becoming more compliance-intensive.

NVIDIA has already started tightening its requirements.

Southeast Asian cloud partners are reportedly being required to join the Fleet Intelligence tracking system in order to qualify for official Cloud Partner status and receive priority access to scarce chips.

The system records the physical location of AI chips inside data centers.

Participation was previously voluntary.

It is now becoming mandatory.

NVIDIA has also reportedly removed around half of the Asian companies that had been included on its pre-approved buyer list and has required cloud customers to keep computing capacity rented to Chinese users below 50% of their total NVIDIA capacity.

What does that mean?

A model like Megaspeed — a company with only a handful of employees purchasing billions of dollars worth of chips, with equipment reportedly left unopened in boxes — becomes much harder to sustain under the new rules.

But Singapore’s role as a distribution hub will not disappear.

It will change from “any qualified buyer can purchase” to “only buyers willing to accept tracking and disclose their end users can purchase.”

The transit function remains.

The threshold is simply higher.

For compliant operators, that may even be an advantage.

For gray-market channels, it is a tightening noose.

Central Asia: Building a “Clean” Computing Enclave Outside the Storm

Kazakhstan’s strategy happens to fit neatly into the timing of the current controversy.

In October, NVIDIA published an article during GTC Berlin highlighting Kazakhstan’s computing infrastructure buildout.

Kazakhtelecom has already deployed 400 H200 GPUs and 480 B300 GPUs in Astana and Almaty.

Firebird has obtained a U.S. export license allowing it to deliver 45,000 Grace Blackwell GPUs to Kazakhstan.

Meanwhile, the first 50 MW phase of the Ekibastuz Data Center Valley is scheduled to begin operation in the second quarter of 2027, with a long-term target of 1 GW.

The structure matters.

The export license has already been secured.

The recipients are Kazakhstan’s telecom operator and a company holding U.S. export authorization — not a tiny trading entity similar to those now under scrutiny in Singapore.

From the beginning, the Central Asian computing chain is being built with compliance embedded into its architecture.

Its stated purpose is to support Kazakhstan’s own “sovereign AI” ambitions rather than act as a cross-border transshipment platform.

In the current political climate, that gives NVIDIA something valuable:

a compliance model it can point to in Washington.

The Rest of Southeast Asia: Tighten First, Before Becoming the Next Megaspeed

Southeast Asian governments were already tightening controls before Jensen Huang’s controversy erupted.

Malaysia began requiring licenses in July 2025 for the export, transshipment and transit of U.S.-origin high-performance AI chips.

Thailand moved more slowly.

But after a Bangkok company was accused in May 2026 of helping transship billions of dollars worth of NVIDIA servers to Chinese companies, including Alibaba, Thai authorities were pushed to tighten controls.

The logic is simple:

It is better to investigate yourself before Washington investigates you.

Once a country is identified as part of a transshipment network, the risk is not limited to losing access to NVIDIA chips.

Secondary sanctions could threaten access to a much broader range of U.S. technology.

For Southeast Asian economies competing aggressively for data centers and AI investment, that is a price they cannot afford to pay.

But there is a structural problem that local regulators cannot easily solve.

New U.S. guidance increasingly focuses on ultimate ownership.

If a parent company is registered in China, an overseas subsidiary may still be treated as a Chinese entity regardless of where it operates.

Yet many Chinese technology companies have highly layered ownership structures involving the British Virgin Islands, the Cayman Islands, Hong Kong and other jurisdictions.

Southeast Asian data-center operators and regulators often lack the ability to penetrate those structures and identify the ultimate controlling party with certainty.

Malaysia can issue licenses and require declarations.

But whether every declaration is accurate is a separate question.

Southeast Asian regulators may be able to control procedure.

They cannot fully eliminate information asymmetry.

ByteDance: 36,000 B200 Chips in Malaysia Are Both a Fact and a Bet

ByteDance has reportedly deployed around 500 Blackwell systems containing approximately 36,000 B200 chips in Malaysia through Aolani Cloud, with hardware costs exceeding US$2.5 billion.

The deployment was completed before the current controversy.

Its stated purpose is overseas AI research and development and services for global customers.

Aolani is a Malaysian company, with procurement reportedly routed through server assembler Aviros and involving entities in both Singapore and Malaysia.

ByteDance’s calculation is straightforward.

The computing capacity is already physically located in Malaysian data centers.

The chips are already running.

An investigation cannot undo that physical reality.

But NVIDIA’s new rules could still affect the business model.

If the requirement that cloud partners limit China-related computing rentals to no more than 50% of their total NVIDIA capacity is strictly enforced, Aolani could face direct constraints.

ByteDance’s best defense is therefore to ensure that Aolani’s customer mix can survive scrutiny.

At the same time, it has every reason to hope that Washington’s investigation remains focused on shell-like trading entities such as Megaspeed rather than expanding