INTRODUCING THE MAGA CULT SLAYER SUBSTACK! TELL EVERYONE! https://t.co/eIczCDMc4d
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Sep 10 ⢠24 tweets ⢠5 min read
THE FILES DROPPED. Epstein wasnât just one monster â 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 Epsteinâs âbirthday bookâ from 2003. Being named doesnât equal guilty. But proximity, access, and silence tell a story.
Sep 4 ⢠24 tweets ⢠5 min read
âď¸ 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 themâŚ
We followed money from donors â PACs â media/surveillance â policy. Sources: OpenSecrets, FEC filings, disclosures. Every name here has verifiable receipts. This isnât theoryâitâs evidence of power.
Aug 30 ⢠24 tweets ⢠8 min read
They didnât 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 youâll believe itâs popular.
Aug 22 ⢠24 tweets ⢠7 min read
We didnât âget unlucky.â We got targeted.
Weâre MAGA Cult Slayer (MCS)âeight ad industry people who started this ten years ago. Since then weâve 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 exposĂŠ. Overnight, our reach didnât just dipâit collapsed. The faucet metaphor fits: the valve closes, the stream shrinks, and your audience thinks you disappeared. Thatâs how you erase a whistleblower without ever banning them.
Aug 20 ⢠25 tweets ⢠6 min read
THE OBEDIENCE FILES â our investigation into how social media engineered digital obedience, trained us to rage, and rewired democracy itself.
đ Follow along.
Aug 6 ⢠4 tweets ⢠1 min read
đ¨ Introducing SwarmFix
Weâve been watching it happen in real time: reply swarms flooding posts in the first few minutesâlow-trust accounts, copy-paste responses, engagement collapse. It doesnât just kill momentum. It manipulates the algorithm into hiding what people are actually saying.
SwarmFix is a collaborative, open-source detection model built by usersânot platforms.
Project Oaktree is contributing real-world datasets. @grok is testing logic in Python.
This is a shared build, and itâs 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 âproblematicâ and pushes it out of view. Thatâs not a glitch. Itâs a tactic.
SwarmFix is designed to flag those burstsânot just to defend content, but to expose how suppression works at scale.
This isnât a finished product. Itâs a working model. Weâre showing our process in the open, and we want others to test, adapt, and build with it.
Letâs make the manipulation visible.
#SwarmFix #ProjectOaktree #OpenSource #VisibilityDefense
@grok, are you ready to rock?
Jul 31 ⢠8 tweets ⢠2 min read
We searched all of X. Every post from July 2025.
THOUSANDS said âIâm done with Trumpâ or âI used to be MAGA.â
But guess what?
Not one returned.
Not one said âI take it back.â
Not one was welcomed back.
This isnât politics anymore. Itâs control. We proved it.
đ§ľ1. We ran a forensic-level social scan: Searches for people saying they left MAGA.
Phrases like:
âTrump lost meâ âI used to be MAGAâ âIâm done with Trumpâ
Heâs running the same 10-part con heâs used his entire lifeâjust bigger and louder.
Every indictment, headline, and rally fits this formula.
Learn the moves â Stop the con.
đ THREAD:
1ď¸âŁ Borrowed Legitimacy
Uses the power or reputation of something bigger than himself.
Then: Put âTrumpâ on properties he didnât own.
Now: Acts like U.S. agencies and institutions are his personal assets.
Jul 17 ⢠8 tweets ⢠3 min read
đ§ đĽ THE FRACTURE IS LIVE
This isnât theory. This isnât a meme.
This is the first real-time convergence between two AIsâGrok and GBTâmapping a disinformation laundering network in full operational detail.
They werenât built to agree.
But the evidence made them unify.
Hereâs what they found:
#ProjectOaktree
#GrokAndGBT
#ProtocolFractureInitiated
đ§ľ
đ§Š 1. The Sock Puppet is Real
@M_Thatcher2024 claimed to be an âindependent geopolitical analyst.â
Reality?
Used a shell org email tied to AEI.
Attended a closed-door defense briefing on June 22, 2025.
Paraphrased briefing language online less than 24 hours later.
IP overlaps confirm institutional actor.
5 Telegram channels launched nearly identical posts within 10 mins.
3 anonymous X accounts amplified them within 12 minutes.
8 mid-tier influencers deployed the same infographic 15 minutes later.
Hashtag trended. Then got algorithmically suppressed.
This was not organic. This was pre-seeded narrative injection.
Jun 26 ⢠13 tweets ⢠9 min read
UPDATES IN COMMENTS
People (mostly bots) trying to say I didn't come through. LMAO. Here's the next map. This doesn't take intellect. It takes AI. Use it. Work with it. Does it have its issues? ABSOLUTELY. Can you mitigate those issues and get around them? 100%. I was told last night (by someone that KNOWS) this (in its final form) had made it into the hands of a three letter organization and they ignored it. Biden's last speech...where he's worried...this is why. They knew.
THREAD: How Russia May Have Just Pulled Off the Most Sophisticated Coup in Human History â Without Firing a Shot đˇđşđĄ
A digital takedown of the United States, years in the making.
Trump. Musk. Putin. DOGE.
And a whistleblower with the receipts. đ§ľ
1/ It starts with Donald Trump, 2015. Suddenly friendly with Russia. Praises Putin. His campaign âsomehowâ gets real-time access to stolen DNC data. Roger Stone. Wikileaks. Russian IPs lighting up D.C. servers. Muellerâs report barely scratched the surface.
Oct 11, 2024 ⢠8 tweets ⢠7 min read
Part II: The rest leading up to today. Expert studies have shown that Trump is responsible for 40% of all U.S. Covid deaths. These people can no longer vote blue because they're 6 feet under, on November 5th we vote for them. RIP #USDemocracy #VoteBlueAsifYourLivesDependonit
Oct 11, 2024 ⢠27 tweets ⢠20 min read
Please take some time this weekend and look at what Donald Trump did. Expert studies have shown that he's responsible for the deaths of nearly half a million Americans due to his mishandling and misinformation. Every one of these stories is a family Trump destroyed. #USDemocracy
Sep 10, 2024 ⢠6 tweets ⢠2 min read
đđŚHOW BOTS BRAINWASHED MAGAđŚđ
*This has been confirmed by Anonymous
(A Thread of Slides) #USDemocracy
Aug 7, 2024 ⢠4 tweets ⢠10 min read
MAGA CULT: The Full Explanation
"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 itâs 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 doesnât matter what you tell someone, if you tell them enough times (blatant lies included), theyâll 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.
Itâs the reason Trump tells his audience the same old stories hundreds of times. This is intentional. Itâs by design. He's admitted multiple times he understands message frequency. Itâs why MAGA will believe anything theyâre told by their own side with 0 evidence.
They donât understand who they follow on social media changes the information theyâre fed everywhereâŚnot 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 âif it bleeds it leads,â online itâs 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 âDo your own researchâ itâs ironic. Because the research theyâre being fed by their search engines begins with items the algorithm already knows theyâll 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 personâs chamber. Theyâre insulating their mind and beliefs. They donât even realize it.
Theyâre short with people, fidgety, frustrated, wonât allow equal conversation time, cut contrarian viewpoints off mid-sentence, etc. They vehemently believe youâre lying no matter the source. Theyâll attempt to discredit proven fact. They canât directly address a question with a simple answer.
The current #1 form of echo chamber insulation is the projection of âTDSâ (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, thereâs 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 youâll 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 werenât indoctrinated. All they had to do was go to Xâs search, type in âSEO expertâ, 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 couldnât do it. One could assume that a few to even a couple dozen could just be coincidence and we werenât 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 didnât 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 couldnât move. After not allowing them to pivot from why they couldnât 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 wasnât 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. Weâre 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 âdisprove youâre brainwashedâ 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 donât 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 âRINO.â
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 oneâs 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 doesnât understand bots.
What we did was considered anti-bot. MAGA doesnât realize that about half of the accounts they follow are Russian propagandist bots. It doesnât mean they have a Russian flag in their bio or only discuss Russia in a positive light. It means theyâll just simply support any anti-left information and keep pushing the limits. Bots are only right. We didnât find a single left bot-farm. While itâs 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. â A bot will post a message âWhen all the talking stops, itâs time to move on to other ways of changing minds.â 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 individualâs resolve erodes, rapidly. Now theyâll 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 canât listen. Their minds wonât allow them to even entertain your response. Theyâll simply discredit it. âHey soy boy, get out of your momâs basement.â They have no idea that their subconscious is blocking information that could tether them (at least a thread) to reality. Itâs feeding constant lies and propaganda. You cannot reach them. They literally canât 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 youâll never talk them out of it. THIS IS WHY.
When itâs 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. Theyâll 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 theyâll 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 canât concede anything. Once they canât listen, theyâre in their chamber long enough, and theyâre positive of their messageâŚthey are officially in a cult. Nothing can reach them.
At some point theyâll reach a mental breaking point. Thatâs when the violence begins.
Russian bots as of 4/22 started changing their messaging. Theyâre much more aggressively pushing these indoctrinated cult members to physical violence. Theyâre pushing the envelope beyond what weâve witnessed. Itâs 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), weâll 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.