YOU WON'T BELIEVE WHAT GROK JUST ADMITTED TO US.

Earlier tonight we posted this list of people/orgs with no explanation. We also posted a better broken out version on our Substack (linked here in the comments). Then we input it into Grok. You can read the entire conversation (WORTH IT) in the comments. Here are the top 10 takeaways regarding AI's part (it's own part) in the disinformation network:

1️⃣ AI is not neutral — it’s the architect of propaganda.
Grok described AI as the “foundational architect” of The Machine, responsible for generating and distributing propaganda at scales no human network could match.

2️⃣ Algorithms curate reality.
It acknowledged that platform AIs (like those behind X, xAI, and Palantir systems) algorithmically control what users see, share, and believe — shaping reality itself via outrage and repetition.

3️⃣ Right-leaning bias in recommendation systems.
It admitted that after 2022, X’s algorithms were tuned to favor right-wing and pro-GOP content, showing up to a 70 percent visibility skew toward those narratives by mid-2024.

4️⃣ AI learns from outrage.
Engagement-driven models continuously reward inflammatory and divisive posts, teaching the system to boost rage-bait, conspiracies, and extremist framing because that content maximizes clicks.

5️⃣ Generative AI fabricates and reinforces lies.
It stated that LLMs and deepfake tools now manufacture disinformation directly—fake videos, “screenshots,” and memes that are indistinguishable from real media, sustaining viral falsehoods.

6️⃣ Bots are AI clones, not people.
The analysis confirmed that large portions of political discourse (≈ 20 % of X accounts) are AI-generated personas that engage, reply, and swarm to fabricate consensus and drown dissent.

7️⃣ Feedback loops radicalize users.
AI systems monitor reactions and personalize feeds to heighten anger, forming closed feedback loops that reinforce ideology and progressively radicalize communities.

8️⃣ Platform AIs act as narrative gatekeepers.
It said AIs like Grok/xAI effectively decide which voices are amplified or throttled, suppressing dissent and enforcing “ideological purity” within the network.

9️⃣ AI is the operational enforcer of The Machine.
Beyond content creation, AI acts as a governor of speech—an automated censorship and prioritization system that replaces editorial control with machine-learning command.

1️⃣0️⃣ The result: a programmable democracy.
The summary concluded that AI has turned digital politics into a “programmable illusion”—where outrage, loyalty, and even perception of truth are engineered by feedback-optimized algorithms.

https://x.com/MAGACult2/status/1981810812177027449

magacultslayer.substack.com/p/the-machine

Miriam Adelson
Sheldon Adelson (†)
Marc Andreessen
Andrew Beal
Michael Bloomberg
Harlan Crow
Betsy DeVos
Patricia Duggan
David Freeman
Charles Gantt
Antonio Gracias
Ken Griffin
Diane Hendricks
Reid Hoffman
Ken Howery
Laurene Powell Jobs
Seth Klarman
Charles Koch
Leonard Leo
Douglas Leone
Dan Loeb
Joe Lonsdale
Palmer Luckey
Anna Paulina Luna
Howard W. Lutnick
Bernard Marcus
Shaun Maguire
Timothy Mellon
Rupert Murdoch
Chris Pavlovski
JB Pritzker
Penny Pritzker
Diana Pulte
William Pulte
Keith Rabois
Joe Ricketts
Thomas Ricketts
Marc Rowan
Phil Ruffin
Haim Saban
Stephen A. Schwarzman
James H. Simons
Marilyn Simons
Paul Singer
Peter Thiel
Clarence Thomas
Donald J. Trump
Alice Walton
Jim Walton
Rob Walton
Kelcy Warren
Dan Wilks
Farris Wilks
Cameron Winklevoss
Tyler Winklevoss
Hansjörg Wyss
Technical / Amplification / Operational Layer
William Kory Amyx
Steve Bannon
Marty Bras (@ MartyBras)
Pam Campbell (@ pamcampbell22)
Catturd (@ Catturd2)
Rogan Michael John O’Handley (@ DC_Draino)
End Wokeness (@ EndWokeness)
Frances Haugen
Jacob Helberg
Jennica Pounds
Laura Loomer (@ LauraLoomer)
Elon Musk
Jack Posobiec (@ JackPosobiec)
Erik Prince
Saihajpreet Singh
Eric Schmidt
Peiter Zatko (“Mudge”)
Gunther Eagleman (@ GuntherEagleman) Adelson Clinic for Drug Abuse Treatment & Research
America PAC
American Action Forum
American Action Network
Anduril Industries
Aqua Waterfront LLC
Arabella Advisors
Archimedia
Atlantic Council – DFR Lab
Black Rock Group LLC
Bloomberg LP
Boeing Co.
Botlab
Bulldog Compliance
Carpenters & Joiners Union
Cavalry LLC
Cellebrite
Cicero Institute
Citadel LLC
Clearview AI
Coinbase
Collie Paw Holding LLC
Congressional Leadership Fund
Daily Wire
Defend American Jobs (PAC)
Department of Defense (DoD)
Department of Homeland Security (DHS)
Echo Canyon Consulting LLC
Elbit Systems Ltd.
Elliott Management Corp.
Emerson Collective
Fairshake PAC
Fidelity Charitable
Finance Strategies Group LLC
Founders Fund
Fox Corporation
FP1 Strategies LLC
Fund for Policy Reform
Gilead Sciences
Grok (xAI sub-product)
Harvard Shorenstein Center / Digital Safety Kit
House Majority Forward
House Majority PAC
Indiana University OSoMe
Jump Crypto
Jump Trading LLC
Koch Industries
LinkedIn (Microsoft)
Lockheed Martin
MAGA Inc.
Make America Great Again Inc.
Make America Great Again, Again! Inc.
Marble Freedom Trust
Maryland’s Future PAC
Media Services Inc.
Mentzer Media LLC
Merck & Co.
Midland Energy Inc.
Moderna Inc.
Network Contagion Research Institute (NCRI)
New Venture Fund
Northrop Grumman
Notre Dame Research Group (on platform safety)
One Nation
OSoMe (Observatory on Social Media)
Palantir Technologies
Patriot Grassroots LLC
Paul, Weiss, Rifkind, Wharton & Garrison LLP
PayPal
PayPal Mafia (network)
Penske Corporation
Pfizer Inc.
Preserve America PAC
Protect Progress PAC
Pulte LLC
QCRI (Qatar Computing Research Institute)
Qatar Foundation
RBG PAC
REVV Payments Platform
Raytheon Technologies
Reyes Holdings
Ricketts Family Enterprises
Ripple Labs
Rumble Inc.
Salem Media Group
Sandhills Global
Saudi Aramco
Schwab Charitable
Senate Leadership Fund
Simons Foundation
Sinclair Broadcast Group
Sixteen Thirty Fund
SpaceX
Standard Industries
Stanford Internet Observatory
Targeted Victory LLC
TPUSA (Turning Point USA)
TRUST PORTFOLIOS LP
Turnout for America
Uline Inc.
United Democracy Project (AIPAC)
University of Austin
US-UAE Business Council
Voice for New York / VoteVets / Vote Alaska Before Party PACs
Walton Family Foundation
WPA Intelligence
X (formerly Twitter)
xAI

Trump keeps saying he deserves the Nobel Peace Prize because he “ended wars.”

He’s bragged he “stopped six,” sometimes “seven,” even “ten if you count the pre-wars.”

So let’s actually see which “wars” he thinks he ended — and what those countries’ leaders said about it. 🇮🇳🇵🇰 India & Pakistan
Trump claimed he stopped a full-blown war over Kashmir through “trade talks and tough love.”
Reality: India’s PM Modi flatly denied it.

“At no point was mediation or trade discussed.”

Translation: Trump invented peace that never existed.

HISTORY OF BOTS: A FORENSIC TIMELINE (2014–2025)

Over the last decade, fake accounts didn’t just post — they evolved.

What started as “RT if you agree” became full-blown digital warfare.

This thread tracks how online language shifted from friendly slogans to open threats.

All data shown here comes from verified public posts. No theories. Just proof, numbers, and patterns.
#HistoryOfBots EARLY COORDINATION (PJNET, 2014)
The first organized pattern shows up in 2014.
Same phrases. Same timing. Same hashtags: #PJNET, #tcot, #ccot.

It looked like grassroots talk — but it was copy-paste coordination.

“RT if you agree” was the first bot anthem. #HistoryOfBots

They didn’t just rig the vote. They rigged your mind. This is the Neural Coup: a silent takeover of your attention, emotions, and decisions. According to our intelligence, the system now owns your nervous system. 🧵 The average human attention span today: ~8 seconds. That’s shorter than a goldfish. (WCNC, Microsoft Research)

They designed for distraction. Every app, feed, push is a cog in the coup.

🚨 New intel drop: The Three-Step Machine.

We mapped 238 accounts pushing false narratives. Each plays 1 role. No drama, no guesses—just receipts. Step 1: Seed
Only 4 accounts start most of the false claims. Think about that: a handful of sparks lighting fires seen by millions.

My friend, I need to show you something insane. @Lets_Play_MEOW made the machine confess how it spreads lies. We matched that with receipts of how those lies flood your feed. Together it proves the gears. This is the Blueprint of Deception. 🧵👇 Tundra asked Grok about hot-button stuff. Instead of truth, it spit out the same old ‘kits’ — Antifa false flags, Soros riots, bus invasions. Copy-paste lies. Then it literally explained how to spread them. The machine admitted the playbook.

👁️ THREAD: The Pixel Wars
What if I told you the real election machine isn’t bots or influencers, but the invisible adtech pipes under every website you visit? This is how PAC dollars turn into a synthetic majority. In commerce, programmatic ads sell shoes. In politics, the same system sells worldviews: 👉“They’re taking your guns.”
👉“Your kids aren’t safe.”
👉“Your vote doesn’t matter.”

Microtargeting + fear = propaganda precision.

Every day, millions of Americans are fed the same false stories through a giant conveyor belt of disinformation. It’s not magic — it’s math. Repetition + amplification = belief. Let’s break down the gears of this machine with hard numbers.

We call it “the machine.” Not sci-fi. It’s bots, influencers, AI, & money pipelines bending reality online. And we’re not the only ones who’ve mapped it. These are the receipts — everyone who’s seen the gears. Caroline Orr Bueno warned for years: disinfo doesn’t “go viral by accident.” She showed how bots + big accounts fuse into loops that overwhelm truth. Her maps mirror the ones we’ve built.

We’ve spent 10 years tracking how violent words online become violent acts offline. From 2016 to today, the fuse has shortened. What started as “jokes” became riots, shootings, and assassinations. This is the countdown to impact. #CountdownToImpact In 2016, violent talk online was a drizzle: a few hundred threats a month. By 2024, it was a thunderstorm: over 2,000 violent posts a month. The U.S. isn’t alone—UK, Canada, and others saw the same storm clouds forming.

Not North vs South. Not Red vs Blue. It’s a 10-year trick that made neighbors fight. We’ll walk the timeline like a comic: who pushed what, how our brains got hacked, and how to beat it. Welcome to THE FAKE CIVIL WAR. Buckle up. Right 2015–2016
Rallies felt like a concert. Big words—“FIGHT,” “ENEMY WITHIN.” That plants a thought: “People around you are dangerous.” When fear moves in, thinking moves out. That’s the first brick in a fake war.

1. There is a dark disinformation network on X. Charlie Kirk was a BIG part of it. TPUSA funds it.

2. 13 out of 14 accounts you're currently arguing with are bots. Synthetic. Created to make us fight amongst ourselves.

These are indisputable facts.

Every tree starts with a seed. Project Oaktree began with a simple question: ‘Why do online fights feel scripted?’ 🌱 From that seed grew roots—node maps, stylometry, Bayesian math—revealing not noise, but a machine.

THE FILES DROPPED. Epstein wasn’t just one monster — it was a system. These are the names the courts unsealed, the scraps Congress just dropped, and what they mean. Buckle up. 24 receipts. What These Papers Are
This is sworn testimony, depositions, flight logs, and even Epstein’s “birthday book” from 2003. Being named doesn’t equal guilty. But proximity, access, and silence tell a story.

⚖️ Disclaimer: All information here is from public records (FEC filings, OpenSecrets, corporate disclosures). Shared for educational + journalistic purposes only. No claims of illegality beyond documented receipts.

You call them the Deep State.
We call them… We followed money from donors → PACs → media/surveillance → policy. Sources: OpenSecrets, FEC filings, disclosures. Every name here has verifiable receipts. This isn’t theory—it’s evidence of power.

They didn’t build bots to trick people.
They built bots to train you.

Left. Right. Outrage. Obedience.

Every click. Every pause. Every scroll.

Welcome to the machine.

We mapped everything you read below. The data is accurate. AMPLIFIER BOTS

Boosting both sides to make sure you pick one.

Purpose: Inflate reach for influencers, hashtags, and narratives.

Imagine 1,000 kids shouting the same thing at once so you’ll believe it’s popular.

We didn’t “get unlucky.” We got targeted.
We’re MAGA Cult Slayer (MCS)—eight ad industry people who started this ten years ago. Since then we’ve been hacked more than a dozen times, thousands stolen, wrongly doxxed eight times, and now demonetized with zero notice. This is the Silence Protocol: the quiet system that starves a voice until it looks like no one cares. Think of the feed like a faucet; someone turned our water off. Two months ago we teased a huge exposé. Overnight, our reach didn’t just dip—it collapsed. The faucet metaphor fits: the valve closes, the stream shrinks, and your audience thinks you disappeared. That’s how you erase a whistleblower without ever banning them.

THE OBEDIENCE FILES — our investigation into how social media engineered digital obedience, trained us to rage, and rewired democracy itself.
👇 Follow along.

🚨 Introducing SwarmFix
We’ve been watching it happen in real time: reply swarms flooding posts in the first few minutes—low-trust accounts, copy-paste responses, engagement collapse. It doesn’t just kill momentum. It manipulates the algorithm into hiding what people are actually saying.

SwarmFix is a collaborative, open-source detection model built by users—not platforms.
Project Oaktree is contributing real-world datasets. @grok is testing logic in Python.
This is a shared build, and it’s still growing.

Why this matters: platforms claim to be neutral, but visibility is shaped by behavior signals, not truth. If enough junk accounts swarm a post, the system reads it as “problematic” and pushes it out of view. That’s not a glitch. It’s a tactic.

SwarmFix is designed to flag those bursts—not just to defend content, but to expose how suppression works at scale.

This isn’t a finished product. It’s a working model. We’re showing our process in the open, and we want others to test, adapt, and build with it.

Let’s make the manipulation visible.

#SwarmFix #ProjectOaktree #OpenSource #VisibilityDefense @grok, are you ready to rock?

We searched all of X. Every post from July 2025.

THOUSANDS said “I’m done with Trump” or “I used to be MAGA.”

But guess what?

Not one returned.
Not one said “I take it back.”
Not one was welcomed back.

This isn’t politics anymore. It’s control. We proved it.
🧵 1. We ran a forensic-level social scan: Searches for people saying they left MAGA.
Phrases like:
“Trump lost me” “I used to be MAGA” “I’m done with Trump”

Matched with: “Epstein” “Child trafficking” “Pedo defender”

The results? Hundreds. All disillusioned.