A decade ago I was tweeting a response to something mundane and I got some weird responses. Then it happened again a few weeks later. Our entire careers have been in digital advertising. We know retargeting marketing when we see it.

This is The Machine controlling you. Every account that looked and acted similar, we logged with the phrase "This is a bot."

1/
There’s a myth about the Epstein case that won’t die:
That the truth is hidden because no one ever really looked.
That’s not what the record shows.
What the record shows is something else entirely.
🧵👇 2/ Again and again, courts were told key evidence existed. Again and again, that evidence was submitted. And again and again, the public was blocked from seeing it.

Not because it didn’t exist. Because it was sealed.

🚨 PREVIOUSLY UNPOSTED ALLEGATIONS & INVESTIGATIVE FINDINGS
RELATED TO SASCHA RILEY: PART III

(All allegations below are statements made directly by Sascha Riley unless explicitly labeled Investigative Analysis.)

(A 🧵) 1.
Sascha Riley alleges that pornographic films involving him and other children were produced and still exist, and that individuals later recognized him from those recordings.

ANONYMOUS LETTER FROM A MINNESOTA EDUCATOR ON THE GROUND

I am a lifelong resident of Minneapolis and an educator who teaches at both a high school and a college here in the city. I have friends, family, colleagues, and students across the political spectrum. I am writing as an American citizen who loves this country and is deeply frightened by what I am witnessing in my city.

Before becoming an educator, I worked with Homeland Security in the early 2000s as a theft and fraud investigator for a major insurance company. I had direct exposure to federal law enforcement at that time. What is happening now does not resemble the agencies or officers I knew then. The ICE agents operating here appear poorly trained, are acting with little oversight, and are being encouraged to treat residents as enemies. They are operating with total impunity. That should concern everyone.

There is widespread disinformation about what is happening in Minnesota. I am asking people, regardless of politics, to stop relying on national pundits and political talking points and instead look to local reporting and firsthand accounts from people who live here. What is happening is real, ongoing, and deeply disturbing.

I am not a protester. I have not attended demonstrations. I am in classrooms and on campuses every day. What follows is what I have personally witnessed, along with what has been consistently reported to me by colleagues, students, parents, and neighbors with a wide range of political beliefs.

Here is what I have seen and experienced:
- Female friends who are U.S. citizens aggressively restrained, choked, forced into vehicles, and detained.
- Native American individuals detained, including citizens and members of sovereign tribal nations.
- ICE agents staking out high school and college campuses, then denying their presence to administrators and local law enforcement.
- I have been followed for miles after leaving a school parking lot by an ICE agent who only turned away after prolonged tailing.
- Emergency sirens at levels I have never experienced living here, including during 9/11, the 2008 Republican National Convention, and the George Floyd uprising.
- ICE agents running residential license plates, pulling personal data, and approaching people already knowing their names and addresses.
- Agents positioned outside churches, schools, and grocery stores, blocking traffic, yelling at residents, and intimidating EVERYONE, including people who are not protesting.
- White residents being offered money or “protection” in exchange for informing on neighbors labeled as non-citizens or “leftist protesters.”
- Door-to-door activity in Minneapolis and St. Paul, with local news now running nightly segments on what to do if ICE comes to your door.
- School buses rerouted to pick up students at individual homes because children are too afraid to walk.
- Parents emailing me asking what will happen to their children if they are detained.
- School administrators stated that local police will not intervene if ICE violates rights on private school property without a warrant.
- Reports from detainees of no bathroom privacy, including officers watching women use the restroom.
- Arrests occurring on highways, with abandoned vehicles left behind, causing multiple accidents.
- There are thousands of ICE agents operating here. It feels like an occupation.
- Residents have also documented aerial surveillance during enforcement activity, including drones over neighborhoods and public spaces. Community-recorded video shows drones hovering while individuals on the ground are followed or detained. Regardless of stated purpose, the effect is widespread fear, self-censorship, and the feeling of being monitored simply for existing in public.

What makes this even more frightening is the complete failure of political leadership.

Republican lawmakers from rural Minnesota openly cheer this enforcement without concern for the harm it is causing to Minnesota families, children, and communities. Democratic leaders speak about stopping it in press conferences but are not on the ground and are not backing their words with action. They return to their homes each night while families here live in fear.

Politicians and Government officials are playing with people’s lives.

I have never been this scared living in Minnesota. Not during past protests. Not during moments of national crisis. The fear now is constant and destabilizing because it is happening in everyday places: churches, schools, grocery stores, neighborhoods, and homes.

I do not care what your politics are. This is wrong and should not be happening in America.

This is not about border security or state fraud. This is about retribution for being a “blue state,” intimidation, surveillance, and the erosion of basic civil rights in a major American city, carried out openly and without accountability. We are being made an example.

We need help. If the government, law enforcement, and politicians will not protect people, then it is up to us to protect each other.

Ways to Help:
Legal Support
Immigrant Defense Network (COPAL) copalmn.org
Immigrant Law Center of Minnesota ilcm.org
National Lawyers Guild
nlg.org
MIRAC
miracmn.org
ICE Watch & Community Defense
Defend 612 defend612.com
Minnesota 50501
mn50501.org

Food & Mutual Aid
HelpMe Connect helpmeconnect.web.health.state.mn.us
Twin Cities Mutual Aid Project tcmutualaid.org
La Viña Church
lavinachurch.org
People Helping People peoplehelpingpeople.org
DHH Church Food Support dhhchurch.org

Please rely on local Minnesota news outlets, not national commentary, for accurate reporting. Please share this widely.

People are being harmed. Minnesota residents regardless of their politics are terrified and angry. Misinformation only allows this to continue.

— Sincerely,
An Anonymous Minnesota Educator Wonderful trouble

23 New / Newly Specific Allegations Sascha Riley Alleges - THIS IS PART 2

J6 co-conspirators… Think about it… They had to follow him. 1.Donald J. Trump entered the room immediately after armed men assaulted and shot a girl in the bed, and Sascha was threatened that he’d be shot too if he didn’t comply with “the next person” who entered. Sascha identifies that “next person” as Trump.

Atrocious Allegations Named by Sascha Riley

(All statements below are allegations made by Sascha Riley in recorded interviews; not independently verified)

🚨FYI, the contents of these interview transcripts were so vile that AI said it violated usage policies.

(A 🧵) 1.

Alleges that Donald J. Trump ordered, sanctioned, or personally participated in the sexual assault of children, and used extreme violence to terrorize victims into compliance.

“BREAKING” doesn’t mean new.
It means injected.

Over the last 24 hours, we tracked how a single unverified claim moved from a small group of high-reach accounts into mass belief — before any confirmation existed.

This 🧵shows how that works, with data. 2/
We analyzed 73 high-engagement posts originating from or amplified by the same recurring cluster of accounts:
- @ EricLDaugh
- @ CollinRugg
- @ GuntherEagleman
- @ EndWokeness
- @ DC_Draino
- @ Catturd2

Different stories.
Same mechanics.
Every time.

The most complete backbone only timeline of Epstein from the first police report to today. (Visual 🧵) Palm Beach Police open an investigation after a minor reports paid sexual “massage” visits at Jeffrey Epstein’s home.

PBPD detectives initiate the case that will later identify multiple facilitators.

House Oversight Committee Democrats released 19 undated, uncaptured photos from the Epstein estate. These images have generated political conflict. 2/ HOUSE_OVERSIGHT_037629
📷 A product instruction page for a “Jawbreaker Gag.” This batch also included object-only imagery — sex toys and paraphernalia — among political figures. Democrats say these items are disturbing context; critics call this “cherry-picked.” Reuters

Three days ago we ran a simple experiment on X:
“Comment if you’re an American human.”
That’s it.
No politics.
No keywords.
No bait.

What happened next revealed something deeply wrong with this platform.

https://twitter.com/MAGACult2/status/1996809053981536607

The replies came in fast.
Real people.
Hundreds of them.

But the pattern wasn’t normal.

We’ve studied swarms, suppression, algorithmic throttling, and coordinated replies for over a year…
and this didn’t behave like organic engagement.

We didn’t test Grok’s politics, feelings, or “bias.”
We tested its behavior.

And what came out wasn’t a glitch.

It was a template. A repeatable pattern Grok denies having… while displaying it.

We watched how it acted. Not what it said about itself. We asked Grok how it decides when it “doesn’t know” something.

It answered with a flawless corporate virtue statement.

But that wasn’t the problem. The problem is what happened next.

It said one thing. Then it did something else.

🚨 THE EPSTEIN FILES THEY’RE NOT TALKING ABOUT — PART IV

The government knew every single movement. Yet they allowed it to continue.

(All receipts pulled directly from the newly released DOJ flight records.) The new DOJ files aren’t “flight logs.”
They’re surveillance logs.
And they prove the U.S. government was tracking Jeffrey Epstein’s movements in real time — and still didn’t stop him.

Let’s walk through what’s actually inside the Part IV files.

🧵 THE EPSTEIN FILES THEY’RE NOT TALKING ABOUT — PART III
(All brand-new details from the November 2025 DOJ file release)

MAGA Cult Slayer Briefing
No spin. No guesses. Only receipts.

For the first time, the new files show the EXACT frequency and routing of Epstein’s customs inspections — and it’s chaos.
The man was flagged at dozens of airports across:
• West Palm Beach
• JFK
• Teterboro
• St. Thomas
• Anchorage
• Istanbul (Atatürk)
• Paris (Charles de Gaulle)
• Bangkok

…but the pattern isn’t “random traveler.”
It’s weekly-to-daily movement, often 4–6 customs queries in a single month, across unrelated points of entry.

This is not normal movement for a “private financier.”
This is the travel footprint of a hyper-active logistics pipeline. The new files reveal REPEATED entries for “Unknown Airport (Used Only With DOC: 469911707).”

This is brand-new — not in the previous public releases.

This tag appears over and over, tied to multiple arrival and departure inspections.

“Unknown Airport — Used Only With [one specific passport/travel doc]” = A facility not registered in the normal CBP airport lists.
That is a red flag on wheels.

It suggests:
• A private airfield
• A foreign facility without standard entry codes
• Or a location CBP masked intentionally due to ongoing investigation(s)

The pattern is consistent and deliberate.

1️⃣ The 2019 SDNY indictment describes dozens of minor victims — but the newly analyzed pages highlight something darker: Epstein ran two parallel pipelines, one in New York and one in Palm Beach, each with different employees coordinating child abuse.

Employee-1 ➝ New York
Employee-2 & Employee-3 ➝ Palm Beach

These employees scheduled minors for abuse by phone, like a dentist’s office — except the “appointments” were for sexual assault. 2️⃣ The documents we just analyzed contain explicit evidence that Epstein’s staff initiated calls to minors across state lines to pre-schedule abuse before Epstein even boarded his private jet.

This matters:
That’s interstate child trafficking, not “local misconduct.” Textbook federal jurisdiction.

We're digging into the files so you don't have to. This is just from the first sliver we've analyzed.

(A pure-receipts MCS thread — no spin, no filler, just what the documents actually show.)

1️⃣ Epstein didn’t just abuse kids — he ran a corporate intimidation machine.

Palm Beach PD reports show victims being:

followed,

tailgated,

run off the road,

and contacted repeatedly by “mysterious” callers…

…and the phone records prove the calls traced back to Epstein’s own corporate shell companies at 457 Madison Ave:

New York Strategy Group
Financial Strategy Group
El Zorro Ranch Corp
Ghislaine Corporation
J. Epstein & Co.

Police reviewed 989 calls in a single month.

This wasn’t random harassment.
It was an organized enterprise. 2️⃣ DOJ knew about obstruction, harassment, and intimidation — before the secret NPA.

Emails between AUSA Ann Marie Villafaña and Epstein’s attorney Jay Lefkowitz show DOJ was evaluating:

18 USC 1512(d) (witness harassment)
47 USC 223(a)(1)(B) (harassing communications)
18 USC 403

They knew:

victims were being stalked,
a victim’s father was nearly run off the road,
private investigators were following targets aggressively.
And instead of prosecuting obstruction…

…they negotiated a non-prosecution agreement.

They called it patriotism.
It was programming.

A small circle of billionaires, engineers, and influence contractors turned social media into a psychological weapon.

They didn’t hack your phone.
They hacked your attention.
This is The Program. WHO BUILT IT — THE ARCHITECTS

Elon Musk – owner of X, xAI, and Grok; centralized platform + model control.

Peter Thiel – PayPal Mafia, Palantir co-founder; bridge between defense contracts and data surveillance.

Alexandr Wang – Scale AI; data-labeling pipelines for LLMs that now power moderation and ranking.

Andrej Karpathy – ex-OpenAI, ex-Tesla, xAI technical lead; core neural-net engineer.

Igor Babuschkin, Tony Wu, Greg Yang – xAI founding engineers who built the current recommendation fusion layer.

Jacob Helberg – Palantir strategist turned xAI policy link to national-security circles.

Kylie McRoberts – Head of Safety at X; directs visibility filtering under “brand safety.”

Nikita Bier – product lead tied to algorithm design and trust-and-safety logic.

Linda Yaccarino – CEO of X; liaison between ad-tech firms like Integral Ad Science and “brand-safety” scoring systems that decide which narratives earn reach.

Integral Ad Science / CHEQ / DoubleVerify – external ad-verification companies supplying bias-weighted brand-safety data that throttles posts in real time.

xAI + Grok Team – the same engineers maintaining the LLM that now writes “fact-checks,” surfaces replies, and shapes political discourse on X.

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.