"Nothing vast enters the life of mortals without a curse." - Sophocles
Message frequency + algorithms = indoctrination
In a 8-year funded social media study with over 120,000 data points aimed at answering how we as a country have become so divided, we now know and have concluded the following MAGA facts. All 100% proven and accurate.
MAGA are officially brainwashed.
This occurred through a combination of algorithms used in retargeting on social media along with cookies, cache, search history, pixels, and metatags.
By eliminating contrarian political viewpoints by muting or blocking they are only receiving one set of information they believe to be concretely factual. 58% of MAGA information is provably false. They block all contrarian viewpoint accounts. This is called an echo chamber. Only what they agree with in, everything they disagree with, out.
They do not understand what an echo chamber is, how it’s formed, or how dangerous it is to be trapped inside of one.
A combination of what Donald Trump says, the GOP supporting it, right-wing rhetoric outlets, opinion networks masquerading as news outlets like Fox News, Newsmax, OAN, RSBD, independent journalists with no accreditation, and accounts they trust on social media (most of which they don't realize are bots) culminate to produce one thing collectively, message frequency.
MAGA indoctrination can simply be boiled down to message frequency. How many times they hear something and who they hear it from. In advertising it is 1 of 3 categories (audience, creative, and frequency) for consistent positive advertising campaigns. It doesn’t matter what you tell someone, if you tell them enough times (blatant lies included), they’ll believe it. This is psychology in marketing 101. If you hear/see an ad 72 times, there's a 94% chance you'll buy the product.
It’s the reason Trump tells his audience the same old stories hundreds of times. This is intentional. It’s by design. He's admitted multiple times he understands message frequency. It’s why MAGA will believe anything they’re told by their own side with 0 evidence.
They don’t understand who they follow on social media changes the information they’re fed everywhere…not just online.
TV, billboards, and radio are all affected. More importantly, your online experience isn't just affected, it's procured by the choices and engagement you indulge in while online. Both programming and advertising served. Platforms such as Meta (IG & FB), TikTok, X, etc. all use retargeting.
Bottom line, eyeball time = $ to all of them. Where in TV the tactic is known as “if it bleeds it leads,” online it’s referenced as rage farming or gaslighting. Accounts posting content intentionally antagonize the reader to respond in anger. Mostly bots.
When MAGA people experience enough of this rage, they reach the point of indoctrination. Where no message offering alternative information is allowed into their echo chambers. Eventually, the message frequency reaches such a height that these individuals present cult-like tendencies.
When MAGA says “Do your own research” it’s ironic. Because the research they’re being fed by their search engines begins with items the algorithm already knows they’ll agree with. Remember, eyeballs = $. True or false, it matters not to the algorithm.
Echo chamber insulation.
Once MAGA indoctrination has taken hold, their subconscious is on high alert to block any potential threat to that person’s chamber. They’re insulating their mind and beliefs. They don’t even realize it.
They’re short with people, fidgety, frustrated, won’t allow equal conversation time, cut contrarian viewpoints off mid-sentence, etc. They vehemently believe you’re lying no matter the source. They’ll attempt to discredit proven fact. They can’t directly address a question with a simple answer.
The current #1 form of echo chamber insulation is the projection of “TDS” (Trump Derangement Syndrome). We proved it's a defense mechanism. It's sole purpose is to get you to stop interacting with them because they can't process what you're saying and their brains won't let them focus on your message. They literally cannot listen. They can hear, but not listen. Their subconscious is protecting their belief system.
Spotting an echo chamber and how to avoid.
If you adjust who you follow to 50% right accounts and 50% left, which we did for our study, and go to the page of a MAGA individual, there’s a 97.2% probability you'll find 0 left-leaning accounts. (Aside from left news outlets and some politicians like Hillary, Biden, Pelosi, and AOC that their chambers told them to hate) Not a couple, not a few, none. You can go to their X page, Followers You Know, and it will ONLY be the accounts you follow on the right that you’ll have in common. This is what an echo chamber looks like.
You avoid it by adjusting your following to at least 40% of accounts you disagree with for 3 months. You cannot mute or block. Debate all day or don't interact at all, but keep following them. That is how to remove them from their echo chambers. However, MAGA refuses to do so. All of them.
How this happened: The Oranges (Origins)
In 1987, the FCC (via Reagan) abolished the Fairness Doctrine. It stated that all news sources had to give equal airtime/column inches to opposing viewpoints. It made information fair. When they ended it, FOX NEWS and other similar entities were basically given carte blanche to lie with impunity. Eventually in court they chose to call themselves an opinion network to avoid most legal entanglements.
Appeal to authority fallacy.
We explained to MAGA indoctrinated individuals how the people that know the most about this subject are known as SEO experts. These are the people that manipulate the hidden code (metatags) to organically receive higher listings on search engines. They are the people that understand better than anyone else how message frequency + algorithms = indoctrination. MAGA repeatedly attempted to discredit them using an excuse that expertise is a fallacy. Which is easily discredited.
Proving the brainwashing.
We asked the MAGA individuals to complete one task to prove they weren’t indoctrinated. All they had to do was go to X’s search, type in “SEO expert”, click on the people tab, and tag (hyperlink their account) in their replies to us. It only counts if the SEO account owner responds and will address our study's accuracy. The entire exercise takes under 20 seconds. They couldn’t do it. One could assume that a few to even a couple dozen could just be coincidence and we weren’t reaching a critical mass data point. However, we did not receive one legitimate tag. Not one. In over 120,000 MAGA interactions, 0. It was an absolute. They denied and pivoted every single time. Later on in the study we implemented rage farming tactics using condescending and patronizing tone/language explaining that merely tagging an expert would get us to admit defeat. It didn’t happen once. It was vital that they (MAGA) tagged the expert. We could be discredited for bias. We could choose a pre-vetted account. But when they were forced to choose the expert, we created an imbalance that their subconscious could not process, and their indoctrination literally froze their response capabilities. They cannot discredit someone they choose. That was the hang-up. They would argue for hours, days, weeks, and in many cases, months on end. They could list thousands of excuses. They couldn't tag the expert. Knowing it only takes 20 seconds. Their subconscious felt it was a trap and they refused every time. They were a hesitant mouse in a maze. They couldn’t move. After not allowing them to pivot from why they couldn’t tag an expert there was an over 82% consistent block or mute of our accounts.
How we reached them.
If you know how online algorithms work (and all people in digital media have some insight into this) you can get around them. By creating MAGA clone accounts using keyword phrases in our bios like 1A, 2A, Patriot, MAGA, UltraMAGA, 45, FJB, Trump2024, Christian, God, IFBAP, Conservative, etc. we were able to trick hundreds of thousands of MAGA accounts into following us. It wasn’t hard once we got Russian bots to add us to their follow trains. By getting them to follow us we now had direct access to their echo chambers. We’re more well-versed in their talking points than they are at this point. We used an SEO farm tactic for the study, incorporating 16 accounts. 12 feeders (small followings) and 4 main larger accounts (with hundreds of thousands of followers). In all, 2.1 million followers.
Left vs. Right
We distributed this “disprove you’re brainwashed” post equally to accounts on the left and right to begin the study. It took the left 7 interactions (on average) to tag an expert and get them to respond and confirm. Repeatedly the left could tag without hesitation. We ended the study never having found a single right account that could accomplish this simple task in our 120,000+ communications.
Trusted people, lying.
Politicians they follow spew right-wing echo chamber rhetoric lies so they don’t lose favor with their base, and they have to continue to regurgitate these lies to curry favor with their constituents and party as a whole. This leaves the politician/political entity with 2 options: 1. Continue to lie and stay in power/money 2. Call out the lie and be cast out of power/money with a tag of “RINO.”
Most in the GOP to date (though there are a few here and there) have chosen to continue the lie, thereby increasing the frequency of message and getting more echo chamber victims to believe the lie more firmly. There are levels of weight one’s mind lends to sources. Russian bots that people online believe are their friends that they always agree with have a high level of influence. Where as life-long highly conservative Republicans like Liz Cheney now have near zero credit and anything she says is considered a lie by the right.
MAGA doesn’t understand bots.
What we did was considered anti-bot. MAGA doesn’t realize that about half of the accounts they follow are Russian propagandist bots. It doesn’t mean they have a Russian flag in their bio or only discuss Russia in a positive light. It means they’ll just simply support any anti-left information and keep pushing the limits. Bots are only right. We didn’t find a single left bot-farm. While it’s not extremely surprising since we were on the right side of X (due to manipulating the algorithm), we would have at least seen responses/reposts from MAGA accounts we followed rejecting left bots. I.E. – A bot will post a message “When all the talking stops, it’s time to move on to other ways of changing minds.” Their messaging alludes to incitement of violence. Normally people on the right would draw a hard line in the sand of morality on that messaging. But when 8 other bots (they believe are their friends) below the post support it, like it, or retweet it then the actual real MAGA individual’s resolve erodes, rapidly. Now they’ll shift their moral compass further. This is how J6 happened. This is how civil war will happen.
MAGA cannot listen.
When you're debating MAGA, we took note of some overwhelmingly frequent tendencies. They'll say things like "why can't you answer my question?" Demanding you answer first. My personal favorite of the weak minded, "you won't because you can't."
We could and through our first 5,000 so interactions would respond to their inquiries first, but they would never answer ours. We discovered they can’t listen. Their minds won’t allow them to even entertain your response. They’ll simply discredit it. “Hey soy boy, get out of your mom’s basement.” They have no idea that their subconscious is blocking information that could tether them (at least a thread) to reality. It’s feeding constant lies and propaganda. You cannot reach them. They literally can’t listen. 30% of America believes Biden only won in 2020 due to voter fraud or election interference. There is 0 evidence (of consequence, there's always a small amount). Yet you’ll never talk them out of it. THIS IS WHY.
When it’s a cult.
Commonly held misconceptions are that indoctrination (brainwashing) is like a switch and you're either brainwashed or you're not. It's more like a knob that goes from 1 to 10. The first level of indoctrination is agreeing with the people being fed to you by the algorithm (those you follow) on your social media platform. Commenting, retweeting, liking, disagreeing, engaging. Then comes the positivity of message. Once they've heard the same messaging their beliefs become more concrete. They’ll debate with people/accounts. It will result in the MAGA individual blocking or muting (this happens on the left as well to a degree). Now they’ll find there are fewer and fewer people/accounts disagreeing with them. Eventually, they get fed up or disgusted and inevitably purge themselves of all left voices/accounts. Now they are in an echo chamber hearing constant lies that to them become absolute truths.
Ever debated a MAGA account? They can’t concede anything. Once they can’t listen, they’re in their chamber long enough, and they’re positive of their message…they are officially in a cult. Nothing can reach them.
At some point they’ll reach a mental breaking point. That’s when the violence begins.
Russian bots as of 4/22 started changing their messaging. They’re much more aggressively pushing these indoctrinated cult members to physical violence. They’re pushing the envelope beyond what we’ve witnessed. It’s happening rapidly.
Get this message out.
We need you to spread this information far and wide to increase engagement. If you have any questions, DM us. Everything we have stated is factual and proven.
At the conclusion of the MAGA movement (whenever that is), we’ll post the findings, psychological studies, and analytics supporting our conclusion.
This can be summarized pretty simply.
Netflix's The Social Dilemma predicted this. The creators of the algorithm (the recipe of formulas for retargeting) warned us and we're living through their worst case scenario. A CEO that knows this is happening and is leaning into it.
🚨HOW BOTS BRAINWASHED MAGA: IN 3 PICS🚨 Elon both knows and is actively allowing this to happen. He's trying to use his brainwashing machine (X) for Trump. Way more valuable to his campaign than $45M a month. #USDemocracy
@threadreaderapp unroll please
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🚨 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 documents include:
• TECSII Primary Query Histories
• PQH HIT/API logs
• Customs inspection records (CUS / AIR INS)
• General Aviation routing codes
• Foreign pre-clearance entries
• Multiple tail numbers across the same day
🧵 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.
In multiple entries, Epstein is routed through customs with NO INSPECTION (“R N”), even when other entries show full searches.
This inconsistency matters.
It shows:
• Some ports always inspected him
• Others waved him through despite identical circumstances
• And several entries show “01 R N,” meaning a routine waiver
This is inconsistent with a known sex offender even before his later convictions.
This tells us that:
✔ Certain airports flagged him
✔ Certain airports ignored him
✔ And someone somewhere ensured passages stayed open
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.
3️⃣ The indictment shows Epstein repeatedly asked victims to bring him more victims — and paid them hundreds per girl. The new pages show this wasn’t occasional; it was a fully functioning “victim-recruiter” system.
Victims 1, 2, and 3 each:
- Were sexually abused for years
- Were paid per encounter
- Were told to recruit additional minors
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.
WHO FUNDED IT — THE OLIGARCHS
Musk (SpaceX, Tesla stock sales).
Thiel Capital / Founders Fund (AI + surveillance startups).
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.