This AI just exposed the BIGGEST legal insider trading operation in America.
A platform called GovGreed built a seven-layer machine learning system that cross-references every stock trade disclosed by every sitting politician against the bills their committees control, the campaign donations they receive, and the companies their votes directly impact.
It scored all 540 politicians currently in Congress. And the numbers are crazy:
56% of every stock purchase made by Congress in the last 16 months was on a stock directly affected by a bill the buyer later voted on. That is 6,170 out of 11,016 total purchases.
More than HALF of all congressional stock buys are on companies whose fate that same politician is about to decide.
343 of 540 Congress members actively trade stocks while holding access to nonpublic legislative information.
That is 63.8% of the entire legislature making market bets with an informational edge that would put any hedge fund manager in prison.
The AI identified 752 active "Triple Signals" in the current Congress. A Triple Signal fires when three conditions line up at once:
The politician sits on the committee controlling a bill, they traded stock in a company affected by that bill, AND they received campaign contributions from that same industry.
Bills carrying these insider indicators pass at 5.4 TIMES the normal rate.
Now look at the individual leaderboard:
- Nancy Pelosi's estimated portfolio sits at $194 million with a Greediness score of 98.1 out of 100
- Ro Khanna made 13,231 trades across 800+ different tickers
- Michael McCaul made 32,302 trades and filed 6,670 of them late
- Thomas Suozzi filed 86.4% of his trades late with an average delay of 396 days, meaning his disclosures landed over a YEAR after he made the trade
And then there is Lisa McClain, the fourth-ranking Republican in the House. She has made 1,443 trades in three years, more than 98% of all politicians tracked.
She violated the STOCK Act twice in a single year, disclosing up to $900,000 in trades months after the legal deadline. Her husband bought up to $250,000 in Elon Musk's xAI, which quietly converted into SpaceX equity before last Friday's $2 trillion IPO.
The penalty for all of this? A $200 fine.
The number of Congress members ever prosecuted under the STOCK Act since it passed in 2012? Zero.
And the cruelest part is this:
A bill to ban congressional stock trading was introduced in January 2026. It has bipartisan support. Over 80% of American voters want it passed.
But Congress is sitting on it, because the people who would have to vote yes are the same people making millions from the system staying exactly the way it is.
They write the insider trading laws, they exempt themselves from enforcement, they trade on the information those laws generate, and when they get caught, they pay a fine that is basically nothing.
The AI didn't discover anything Congress was hiding. It just organized what was already public into a pattern so obvious that nobody can pretend it isn't there anymore.
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David Friedberg Breaks Down Zohran Mamdani's Win in NYC: The College Debt Crisis Has Led Young People to Socialism
"It's really a revolution against the system that brought them to this moment."
"Because the promise that we gave in America, the American Dream, was if you go to college, you will graduate, you will have income, you will have stability, you'll be able to buy a home."
"And what we did is we increased the government's role in making that dream possible, and in doing so, we created effectively a system where we gave unrestricted access to capital, which inflated the cost of education."
" People could go to school like Zohran and major in African studies and graduate with $200-300K of debt and then never get a job. The guy has not had a real job. And this is the truth for 32 million young Americans."
" They all have what is called negative capital. They have debt and they will never be able to get out of that cycle."
"So where do you turn in that moment? You don't go turn to corporations to solve your problems. You don't go turn to your friends and your siblings and your family, they're not gonna bail you out."
"You turn to the voting booth, and you hear a guy like Zohran show up and say, 'There can be a better path forward.' The better path forward is the government can and should do more to help."
"And in doing more to help, we will increase government, we will tax the rich, we will tax the corporations. We will take all of that capital and we will redistribute it in the form of services and checks and support for all of the people that find themselves unable to take care of themselves."
"And this becomes a tipping point when the majority of the voter base ends up in that situation where they're that deeply in need, where they have negative capital."
"And that is the situation America finds itself in today."