Caroline Orr Bueno, Ph.D Profile picture
Aug 13, 2025 15 tweets 5 min read Read on X
The “controversy” over Sydney Sweeney is absurd and largely fake, but there’s one thing worth paying attention to — the tried and tested formula used by the right-wing outrage machine to manufacture liberal fury and then bait the left into making it a reality.
Here’s how it works:

First, invent the outrage. This usually involves picking a neutral or mildly provocative event and finding something about it to frame as being offensive to the left. In this case, the slogan (“Sydney Sweeney has great jeans”). Image
Second, flood the zone. Carry out a social media blitz and manufacture the appearance of outrage by gaming the algorithm with repetitive content, which will then get pushed into trending feeds and recommended videos — creating the perception that people actually care about it. Image
Third, bait the reaction. Tie the “outrage” to a hot-button topic (in this case, fascism and white supremacy) that will provoke a response. Then, when a few people inevitably respond, screenshot their posts and circulate them as “evidence” that liberals really are outraged. Image
Finally, close the loop. Manufacture the reality that you are claiming already exists. In this case, it centers around a narrative that liberals are humorless, hypertensive, and obsessed with identity politics. With enough bait, you can make the narrative look like reality. Image
This works in part because it’s activating two systems at once:
1) the algorithmic brain of the internet
2) the emotional brain of the audience.

If you learn how to hack these two systems, you can pretty much manufacture any bullsh*t into reality.
The key here is defensiveness. That’s the trap that you want to bait the other side into. If you can get your opponent to always stay on defense, then you are setting the agenda and they are simply responding to it. Image
This probably sounds quite familiar, and for good reason. We have seen this cycle play out over and over again: when Mr. Potato Head was supposedly “canceled”; when Dr. Suess books allegedly got “banned” by the “woke mob”; when Starbucks apparently “declared war on Christmas.” Image
The next time you see something that looks like this, pause and ask yourself a few questions:

-where is the original outrage? Can you find it?
-who benefit benefits from this narrative?
-is this recycled?
-does it seem too perfect or too good to be true? If yes, it probably is. Image
Ultimately, these manufactured outrage cycles are really a battle over control — control over what you see, how you feel, and which stories dominate your mental bandwidth.

Every time the cycle repeats, you lose a little more control over these things. Image
The only winning move here is not to play the game at all.

You don’t have to be a participant in the right-wing cycle. In fact, you can stop the cycle altogether. But you have to stop responding to the bullsh*t that is manufactured specifically to provoke a response from you. Image
The full article laying out how the right-wing outrage machine manufactures liberal fury is available here, free to read. This is a lesson that needs to be learned, so please share it.
weaponizedspaces.substack.com/p/how-the-righ…Image
If you find my work helpful, please like, share, and subscribe to my Substack (). And if you have suggestions for future article topics, I’m always open to hearing them.

Thank you, as always, for your support! I appreciate every one of you.weaponizedspaces.substack.com
lmao this should say “hypersensitive” not “hypertensive”.

As far as I’m aware, there is no effort to manufacture the appearance of a blood pressure crisis on the left.
I don’t know why this is so funny to me but I’m cry-laughing at the idea of Fox News running a 5-day media blitz trying to convince us of a secret blood pressure crisis on the left.

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More from @RVAwonk

Jan 24
Given current events, it bears repeating that when the Trump admin spreads disinformation, they’re not doing it because they expect you to accept their lies as truth. They do it to erode the notion of truth and destroy our ability to distinguish between truth & falsehood.
The act of lying is bad enough. But selling the idea that truth doesn't matter — or doesn't even exist — is far more corrosive. Democracy rests upon a shared understanding of basic facts. We can't debate issues or hold leaders accountable w/o these agreed upon facts.
If the Trump administration can cast doubt on the very existence of an objective truth, they can also undermine the external mechanisms that we rely on to hold government officials accountable & prevent abuses of power.
Read 7 tweets
Jan 1
I wrote about Nick Shirley’s bullsh*t video and the disinformation tactics he used to make it go viral. 🧵

Link in comments below. Image
Please give it a read and consider becoming a free or paid subscriber so you can get more content like this!
weaponizedspaces.substack.com/p/nick-shirley…
You’ve probably seen Nick Shirley’s video accusing Somali-run daycares in Minnesota of fraud. Hopefully you’ve also seen some of the follow-ups showing that security footage & operating hours disprove his central claim of “no children.”

It went viral anyway. Let’s discuss why… Image
Read 11 tweets
Nov 24, 2025
X’s new “About this account” feature just accidentally revealed a vast network of covert foreign influence accounts posing as Americans but operating from overseas — the most sweeping public exposure of covert influence on a major platform since 2016. Story is linked below. Image
Some of these accounts have hundreds of thousands of followers. They present themselves as American patriots, veterans, moms, truck drivers, or lifelong Republicans. Many are explicitly MAGA. But their operators are posting from overseas while shaping U.S. political narratives.
It’s not just MAGA accounts, but mostly it is. Several large anti-Trump accounts were also revealed as foreign-run, as were public health networks. The common denominator is deception: pretending to be American participants in US politics while pushing highly divisive content.
Read 12 tweets
Oct 28, 2025
I wrote about a secret tactic shaping what you see online — one almost no one’s talking about. It’s called Moderation Sabotage, and it’s how political digital operatives overwhelm social media defenses so lies go viral before truth can catch up. Link is posted below.🧵
Imagine flooding the system so completely that moderators can’t respond in time. That’s the playbook: swamp the filters, delay enforcement, and let false or incendiary content live long enough to trend.

By the time platforms react, the damage is done.
This isn’t random chaos. It’s deliberate. Trump’s digital allies — the same architects behind Stop the Steal — have refined Moderation Sabotage into an election-year weapon. Rather than hacking the code, they’re hacking the people who keep the code honest.
Read 11 tweets
Oct 13, 2025
NEW: AI campaigns are learning to run themselves — and using our data to do it. Without stricter safeguards, we may soon see AI controlling the very governing bodies that could enforce those safeguards in the first place..

(Link in next tweet). Image
I took 2 months off due to health problems, and when I returned, I expected to see the normal disinformation playbook in action. Indeed, that was waiting for me. But so was something else: AI is now running for office & pushing humans out of the process.

weaponizedspaces.substack.com/p/ai-political…

We’ve already seen AI playing a big role in politics, including several attempts to get an AI system elected to office in order to act as the decision-maker, while humans would simply act as the body for AI’s policies and initiatives. weaponizedspaces.substack.com/p/ai-political…Image
Read 9 tweets
Aug 10, 2025
I just published the 2nd major piece in my series about algorithmic tyranny — this time, revealing how Trump & the right-wing outrage machine are not just gaming algorithms, but rewriting the rules so they can keep gaming them indefinitely. I call it the Feedback Loop Coup. Image
Last week, I introduced the concept of Reverse Algorithmic Capture, a tactic used to force platforms to rewrite their rules through political & legal pressure. Feedback Loop Coups are similar, except they exploit *existing* rules to rewire algorithms & seize control of your feed.
We all know by now that platforms operate on the same fundamental principle: the more engagement a post receives, the more the algorithm pushes it into other people's feeds. The faster this engagement occurs, the more "urgent" the algorithm considers it, and the wider it spreads.
Read 20 tweets

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