On August 27, 2026, John McGuire sat down with ABC13 in Lynchburg. His Democratic opponent, Tom Perriello, had accused him of insider trading. McGuire wanted an apology before he would agree to a debate.
Here is what he said:
"I don't even do trades."
Nine days earlier, on August 18, between $1,001 and $15,000 of Nvidia stock had been bought in the retirement account McGuire discloses for his spouse.
He disclosed that purchase in early September, in a filing with the Clerk of the House. The next day, Nvidia confirmed it was buying the AI company Hugging Face for $12.9 billion — the second-largest acquisition in the company's history, after the $20 billion purchase of Groq's assets.
The timeline
The order matters, so let's lay it out plainly.
- August 18, 2026 — Nvidia stock is bought in the account McGuire discloses.
- The weekend before August 26 — Business Insider reports that Hugging Face is drawing takeover interest. This is the first the public hears of it.
- August 26 — The Information reports Nvidia has agreed to the deal. TechCrunch picks it up that night.
- August 27 — McGuire tells ABC13, "I don't even do trades."
- September 2 — Nvidia signs the definitive agreement, per its own filing with the Securities and Exchange Commission.
- September 3 — Nvidia announces the $12.9 billion purchase publicly.
The purchase came before any of it was public. Not by a day. By four days — and by eight before Nvidia was named as the buyer.
We are not saying he broke the law
We said this the last time we wrote about McGuire's trades, and it is still true. There is no evidence he traded on information the public didn't have. The purchase was disclosed. Buying Nvidia in August 2026 was, frankly, what half the country was doing.
The problem is not the trade. The problem is the sentence.
"I don't even do trades" is not a defense, a spin, or a difference of opinion. It is a claim about a documented fact, and the documents are filed under his own name with the House of Representatives.
Ten trades, eight companies
The Augusta Free Press has been going through McGuire's disclosures all summer, and Nvidia is not an isolated entry. The filings he has signed since June show:
- Dell — sold on June 4, 2026.
- Meta — bought on June 4, 2026.
- SpaceX — bought on June 15, 2026, three days after the company went public.
- BlackRock — sold on July 7, July 10 and July 14, 2026.
- Applied Materials — bought on July 15, 2026.
- Palo Alto Networks — sold on July 31, 2026.
- Apple — sold on August 18, 2026, the same day as the Nvidia purchase.
That is seven different companies in under three months, and Nvidia makes eight. Every one of them is marked "SP" on the form — the spouse — in a Merrill Lynch retirement or brokerage account that McGuire is required by law to report and does report, over his own signature. According to Quiver Quantitative, his net worth has risen by roughly $390,000 since he announced his run for Virginia's 5th District in 2024.
A person who does not do trades does not file ten of them.
The committees make it worse
McGuire sits on the House Committee on Oversight and Government Reform, including its subcommittees dealing with cybersecurity, information technology and military affairs. He also sits on House Armed Services.
Those are the panels that write and review the federal technology and defense policy that Nvidia, SpaceX and Palo Alto Networks all live inside. Nvidia's chips are the subject of export-control fights, federal AI procurement, and national-security reviews that run straight through the committees he serves on.
Nobody outside the room can tell what he knew or when. That is exactly the point. It is why ethics groups keep saying members should not own individual stocks in industries they oversee, and why we have now counted 45 Republicans on this site who couldn't even file their trades on time.
McGuire filed his on time. He just told a television audience they didn't exist.
The debate he won't have
The whole exchange happened because McGuire is refusing to debate Tom Perriello until Perriello apologizes for raising the trades.
"Like I said, if he wants to publicly apologize for telling the people of the Fifth that I did insider trading, we'll have that discussion."
So the condition McGuire has set for debating his opponent is an apology for describing his stock trading — which he then denied doing, while his own filings said otherwise.
Voters in Virginia's 5th District are not getting a debate. They are getting a demand for an apology, built on a statement that isn't true.
What the filings show
Nvidia stock was bought in the account McGuire discloses on August 18, 2026, about a week before the public learned Nvidia was buying Hugging Face for $12.9 billion. Nine days after that purchase, he told a Lynchburg television station "I don't even do trades," while his own House filings recorded ten trades across eight companies since June — including stock in firms regulated by the committees he sits on. He is refusing to debate his opponent until his opponent apologizes for bringing it up.
Source
- Chris Graham, John McGuire bought NVIDIA stock before NVIDIA made a $12.9 billion AI deal, Augusta Free Press (September 5, 2026). Photo: Payllik/Adobe Stock and The Old Major/Shutterstock.
- Chris Graham, John McGuire fights back at insider trading jab: 'I don't even do trades', Augusta Free Press (August 28, 2026).
