The evidence of a honeypot begs who or what was it for.
The NVIDIA espionage case has produced at least two answers, which I see floating around already. The spy wanted the GPU engineering secrets, or the spy wanted to steer the CEO deeper into circular financing that inflates the AI bubble that pops and takes the American economy down with it. Both answers assume the CEO is a victim, someone who is influenced from an outside agent. A little Soviet history tells us why that assumption fails.
The KGB built an entire apparatus for moving people in a predictable direction. Its internal dictionary, smuggled out by the archivist Vasili Mitrokhin and published as the KGB Lexicon, defines the agent of influence as a recruited asset who uses his official or public position, on instruction, to shift policy and opinion. The dictionary sets him apart from the confidential contact, who is cultivated without knowing it. Every term in the book assumes a target who isn’t moving on their own, and thus has to be nudged. Oleg Kalugin, who ran those operations in Washington, told CNN in a 1998 interview that subversion rather than collection was the heart and soul of Soviet intelligence.
The efforts focused on those in the West who pushed back, to breach integrity more than confidentiality (leak secrets).
The honeypot doctrine historically points away from CEOs, instead of directly at them. Markus Wolf’s HVA ran the Romeo program against Bonn for three decades, and the CIA’s own account of it says the targets were lonely government secretaries, chosen because the method was cheap and the women held the files. The chancellor had opinions. The secretary had the documents. Sexpionage went where the paper was, and a CEO who learns his own products from slide decks is the wrong end of that building.
The method also had a raw material rule. A 1983 State Department study of Soviet forgeries put it in one line: the lever lies in the prejudices of the deceived. The handler gives precise direction and a tempo to a tendency that already was present. A confidence builder with an accelerant.
Huang supplies his own direction and his own tempo. It’s all public, at max confidence and speed. Heck, I’ve even reported the NVIDIA pipeline into Russian drones bombing civilians during sanctions. This is not the kind of CEO who needs a spy in his bedroom to convince him of helping the bad guys.
He has argued for years that NVIDIA should sell China everything short of its newest line. In October 2025, three months after the administration granted export licenses on a revenue-sharing arrangement, NVIDIA committed $25 million to the White House ballroom and asked that the gift stay anonymous. In May 2026 Huang was left off the delegation to Beijing. Trump called him and picked him up in Alaska on the way to Xi, and Reuters reported that same week that Commerce had already cleared H200 sales to about ten Chinese firms.
That was the same spring Secretary of State Rubio oversaw a classified memo warning the White House that Huang was in a close relationship with Alice Huang, a Chinese citizen whom US officials had concluded was recruited by the Ministry of State Security. The warning was blaring like a bullhorn. Huang kept his seat, perhaps even because of it. A counterintelligence flag on the loudest opponent of export controls changed nothing, because his position was aligned with the administration’s position. An agent of influence recruited to produce that outcome would have been paid for nothing. And that’s not how agents roll.
The British learned all this back in 1963. John Profumo shared Christine Keeler with a Soviet naval attache, and Lord Denning’s inquiry found no breach of security from the connection. Profumo fell anyway, because he lied to the House of Commons about the affair. The spy story was the sideshow. The integrity failure ended the man without a single secret changing hands.
Washington already has a China story, too. Katrina Leung was one of the FBI’s highest paid assets and an 18-year intimate partner of her handler, Special Agent James J. Smith, while she passed material to Beijing. The Justice Department Inspector General found in 2006 that the FBI did little or nothing about the counterintelligence warnings that piled up during those years. The warnings were there. Leung was apparently more useful to the FBI as a source than as a suspect. Smith hid the affair, and the Bureau left him in charge of the one asset who could expose it. The memo circulating in spring 2026 about Huang and Megaspeed is a two-decade old rehash more than a novelty.
NVIDIA’s own words on Sunday kill some of the speculation. Huang’s message to employees admits the affair, apologizes to his wife and children, and says he will cooperate with the board. It names no woman, no company and no chip. The national security concerns get one sentence about loving his country. The board’s statement, as reported by the Times, said the company had no reason to believe that either national security or NVIDIA secrets were compromised. A collection operation looks exactly like that from the inside. Nothing is missing from a box that was never targeted for opening, and the man who owns the box has confessed to everything except what was in it.
The target was the supply chain.
Alice Huang was a senior executive at Megaspeed, a Singapore company that became NVIDIA’s largest buyer in Southeast Asia and that the Commerce Department and Singapore police were investigating in October 2025 over whether its chips moved on into China. NVIDIA says it checked and found the chips where they belonged. Either way, a CEO close to a procurement channel is worth having for allocation, for customer intelligence, and for early warning on enforcement. That is the commercial side of collection, which needs no influence at all. It’s like saying a woman working for candy stores is having an affair with the candy maker. The secrets are the delivery schedules.
The precedent is well-worn in history. Between 1982 and 1984 Toshiba Machine and Norway’s Kongsberg Vaapenfabrikk sold nine-axis propeller milling machines and their controllers to the Soviet Union on false export papers naming a civilian end user. Because what Russian civilian doesn’t need ultra-quiet submarine propellers? Reagan called it in 1987 a serious diversion that served the Soviet program of underwater warfare. The buyers worked through a KGB-linked trading organisation. The sellers worked for the contract. The same year the Toshiba deal was signed, a KGB colonel named Vetrov handed the French thousands of documents from Directorate T, the service built to acquire Western technology, exposing more than 200 Line X officers in Western capitals. Line X ran on willing sellers and front companies. Greed did the recruiting. A honeypot would have been an unnecessary expense, and the Soviets weren’t going to waste money on that.
The exhaustion lesson is the icing on this anti-American cake. Reagan’s NSDD-75 of January 1983 made sustained pressure on the Soviet economy explicit US policy, with the stated expectation of no near-term improvement in relations. The Soviet Union was running out of runway fast because of corrupted overspend. The Chinese Communist Party spent the following decades studying how that happened, and the lesson it drew is to let the other side spend itself out against a shadow. The history-savvy Chinese have no reason to push Huang into circular financing that he already loves. He couldn’t be pressed more there. China watches, it buys what it knows will be released to it, and it stays out of the way.
The circulating answers I’ve seen for the honeypot story share an important assumption, that a CEO is a victim being externally influenced. But we all see very openly how Huang already was moving on its own, and the administration was moving with him, and the only place a Chinese service had any job to do at all was minding their supply chain that his company kept insisting was clean.