The Context: Anthropic's Allegation and Escalating Tensions

The denial did not happen in a vacuum. It came just weeks after Anthropic, the American AI company behind the Claude models, released a paper alleging that Chinese AI labs had managed to stay near the technological frontier. The paper suggested these labs achieved this partly by smuggling restricted American chips into China, renting them remotely in offshore data centers beyond the reach of U.S. export law, and harvesting outputs from American models to clone their capabilities .

Aguiar’s remarks at Web Summit Rio occurred at a moment of intensifying U.S.-China AI rivalry, shortly after a U.S. presidential state visit to Beijing produced few concrete results on technology competition . The backdrop to this specific denial is a broader, multi-year narrative where Nvidia’s leadership has often found itself defending the integrity of its supply chain against a growing pile of federal indictments and investigative reports. Despite Huang’s earlier claims of "no evidence" of diversion, federal prosecutors have since charged multiple individuals in schemes involving billions of dollars in restricted Nvidia AI chips destined for China .

The Suspicious Patterns: "We Do Not Sell"

While denying the Latin America narrative specifically, Aguiar was transparent about the methods smugglers use. He described a clear pattern that Nvidia’s sales and compliance teams are trained to spot: bulk orders from entities in countries where Nvidia has never had a commercial relationship.

Aguiar explained that when these large-scale orders materialize from unfamiliar jurisdictions, the company’s response is immediate interrogation. The sales team will ask pointed questions about the intended use of the hardware and the physical location of the planned data center, demanding documentation to verify the legitimacy of the request. Aguiar stated that when the answers are vague or insufficient, the company blocks the sale .

The suspicious patterns described by Aguiar align with the tactics uncovered in numerous U.S. federal cases. A Department of Justice announcement detailed an alleged conspiracy where individuals fabricated documents and used dummy equipment to bypass audits . In another case, prosecutors uncovered a scheme where individuals used a fictitious real estate company in Florida to acquire chips for resale to Chinese businesses . These cases reveal just how far malicious actors will go to craft seemingly legitimate purchasing entities that can bypass a manufacturer’s initial screening.

A Gap Between Denial and Reality?

Aguiar’s focus on front-end order screening highlights the company’s primary defense mechanism. However, the sheer scale of subsequent smuggling operations documented by federal authorities has often created a tension between the company’s public pronouncements and ground truth. Reports have documented that over $1 billion worth of Nvidia's AI chips entered China unlawfully, a revelation that prompted Nvidia to declare that "bootleg datacenters are a losing proposition" due to a lack of official support .

Furthermore, international scrutiny is intensifying. Beyond U.S. federal probes, authorities in Taiwan have also launched investigations, suspecting that shipments of Nvidia AI chips were successfully smuggled to China after being first exported to Japan .

Aguiar’s acknowledgment of red-flag purchasing patterns—specifically bulk orders from unknown entities—is effectively a confirmation that malicious actors from various regions are persistently testing the company’s defenses. The statement "we do not sell" underscores Nvidia’s official posture of compliance, even as the logistical creativity of smuggling rings continues to make headlines globally.

The Context: Anthropic's Allegation and Escalating Tensions

The denial did not happen in a vacuum. It came just weeks after Anthropic, the American AI company behind the Claude models, released a paper alleging that Chinese AI labs had managed to stay near the technological frontier. The paper suggested these labs achieved this partly by smuggling restricted American chips into China, renting them remotely in offshore data centers beyond the reach of U.S. export law, and harvesting outputs from American models to clone their capabilities .

Aguiar’s remarks at Web Summit Rio occurred at a moment of intensifying U.S.-China AI rivalry, shortly after a U.S. presidential state visit to Beijing produced few concrete results on technology competition . The backdrop to this specific denial is a broader, multi-year narrative where Nvidia’s leadership has often found itself defending the integrity of its supply chain against a growing pile of federal indictments and investigative reports. Despite Huang’s earlier claims of "no evidence" of diversion, federal prosecutors have since charged multiple individuals in schemes involving billions of dollars in restricted Nvidia AI chips destined for China .

The Suspicious Patterns: "We Do Not Sell"

While denying the Latin America narrative specifically, Aguiar was transparent about the methods smugglers use. He described a clear pattern that Nvidia’s sales and compliance teams are trained to spot: bulk orders from entities in countries where Nvidia has never had a commercial relationship.

Aguiar explained that when these large-scale orders materialize from unfamiliar jurisdictions, the company’s response is immediate interrogation. The sales team will ask pointed questions about the intended use of the hardware and the physical location of the planned data center, demanding documentation to verify the legitimacy of the request. Aguiar stated that when the answers are vague or insufficient, the company blocks the sale .

The suspicious patterns described by Aguiar align with the tactics uncovered in numerous U.S. federal cases. A Department of Justice announcement detailed an alleged conspiracy where individuals fabricated documents and used dummy equipment to bypass audits . In another case, prosecutors uncovered a scheme where individuals used a fictitious real estate company in Florida to acquire chips for resale to Chinese businesses . These cases reveal just how far malicious actors will go to craft seemingly legitimate purchasing entities that can bypass a manufacturer’s initial screening.

A Gap Between Denial and Reality?

Aguiar’s focus on front-end order screening highlights the company’s primary defense mechanism. However, the sheer scale of subsequent smuggling operations documented by federal authorities has often created a tension between the company’s public pronouncements and ground truth. Reports have documented that over $1 billion worth of Nvidia's AI chips entered China unlawfully, a revelation that prompted Nvidia to declare that "bootleg datacenters are a losing proposition" due to a lack of official support .

Furthermore, international scrutiny is intensifying. Beyond U.S. federal probes, authorities in Taiwan have also launched investigations, suspecting that shipments of Nvidia AI chips were successfully smuggled to China after being first exported to Japan .

Aguiar’s acknowledgment of red-flag purchasing patterns—specifically bulk orders from unknown entities—is effectively a confirmation that malicious actors from various regions are persistently testing the company’s defenses. The statement "we do not sell" underscores Nvidia’s official posture of compliance, even as the logistical creativity of smuggling rings continues to make headlines globally.