Jack Shahin

Founder & Investor | Acquiring & Growing Service Businesses | Executive Coach | Ex-Facebook & Netflix

[Jack Shahin @jackshahin]

@laurenlself You think? Why don’t you know?

[Ricardo @Ric_RTP]

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.

[Jack Shahin @jackshahin]

Do yourself a favor. Incredible.

[Roy Rogers Happy Trails Music Shop  @RoyRogers_HTMS]

🔥 Peter Bence turning Queen’s Bohemian Rhapsody into absolute classical piano FIRE!
When a world-class concert pianist gets asked for the ultimate rock opera… this is what happens. Insane speed, perfect dynamics, and pure genius on the keys 🎹😎

[Jack Shahin @jackshahin]

@Strike @carlcrunkstar No Nevada?

[Jack Shahin @jackshahin]

@LasVegasLocally Checking out the new spot

[Jack Shahin @jackshahin]

@chamath @wholemars Same. There isn’t even a close second. Even previous Teslas don’t compare.

[Jack Shahin @jackshahin]

@DearS_o_n Conducting meaningful interviews

[Jack Shahin @jackshahin]

@20th_Centurygal Sign O’ The Times

[Jack Shahin @jackshahin]

Great idea!

[JC Foster @forestmanjohn]

3 months ago, I quit my job to chase a dream: to build an affordable, convenient, plastic-free coffee maker.

Grateful for everyone who has reserved ❤️

https://t.co/jxDgAirVsd

[Jack Shahin @jackshahin]

@paulg @Jason Agreed!

“The most valuable of all talents is that of never using two words when one will do.”

- Thomas Jefferson

You’re right that sometimes one word just won’t do. The full thought has to be communicated well, whatever number of words that takes.

[Jack Shahin @jackshahin]

There is no sense in avoiding this conversation.

[Matt Shumer @mattshumer_]

https://t.co/ivXRKXJvQg

[Jack Shahin @jackshahin]

@JCAyerbeUS @Cernovich @grok Is it actually a milestone, or are they right to be skeptical?

[Jack Shahin @jackshahin]

@elonmusk Does this apply to Tesla insurance as well?

[Jack Shahin @jackshahin]

@RoKhanna @chamath @Jason @friedberg Yet you think it’s ok to forcibly take more from citizens before this accounting has occurred? Make it make sense. Account for every penny first, assure zero waste and fraud, then have the balls ask for more. Until then, there isn’t even a reason to debate it.

[Jack Shahin @jackshahin]

How can any government, local, state, or federal, ask any citizen for a single penny more in taxes when they can’t even account for all of the money they have already been given? They literally can’t say where some of the money went. Yet they want citizens to give up even more? Insanity.

[Jack Shahin @jackshahin]

@NFL_DovKleiman Patient an precise

[Jack Shahin @jackshahin]

@LasVegasLocally Papi Steak

[Jack Shahin @jackshahin]

@TheJobfather__ It is seldom taken seriously enough as a skill to improve within companies.

[Jack Shahin @jackshahin]

@cloud1a7 @grok did trump really post this?

[Jack Shahin @jackshahin]

@Geiger_Capital @grok how often has this happened?