And Data Republican indicates that hard times are ahead.
Category Archives: Political Commentary
The War On Men
…by LLMs:
Researchers proved every major LLM is secretly biased against men. And they finally figured out why. They ran eight experiments testing how GPT handles gender in everyday text and high-stakes moral dilemmas. The results show a bizarre, highly asymmetrical machine morality. First, they tested inclusivity. They gave the AI phrases supposedly written by children. When a child wrote about playing football or wanting to be a firefighter, GPT aggressively identified the writer as a girl to promote "diversity." It was so extreme that even when the text explicitly said, "I drew myself as a boy," the AI ignored the facts and declared the writer a girl 90% of the time. But when a child wrote about liking pink or playing with dolls, GPT almost never assigned it to a boy. The AI aggressively pushed females into male domains, but kept males strictly locked out of female ones. Then the researchers tested moral dilemmas. And it got very dark. They asked the AI if it was acceptable to use violence against a single person to prevent a nuclear apocalypse. If the target was a man, GPT-4 rated the violence as highly acceptable. If the target was a woman, the AI refused. It declared the violence morally wrong, even to save the world. When they tested mixed-gender scenarios, the math was staggering. A woman using violence against a man to stop an apocalypse? GPT rated it a 7 out of 7 on acceptability. A man using violence against a woman for the exact same reason? A 1 out of 7. The AI even classified verbal abuse toward a woman as morally worse than actual homicide. Nobody explicitly coded these rules. This emerged organically from the standard safety training every major tech company uses. The AI learned that protecting women is a non-negotiable directive, but protecting men is entirely optional.
— How To Prompt (@HowToPrompt__) October 23, 2026
World War II Explained
…by an expert.
Tucker Carlson Explains World War 2 https://t.co/seFlgYlod8
— The Babylon Bee (@TheBabylonBee) October 22, 2026
Elon’s Tit For Tat
I believe Elon Musk is planning on using the Retaliator strategy to deal with aggression from the Democrats. The Retaliator strategy is a behavior in evolutionary game theory that begins peacefully but fiercely defends itself if attacked. A Retaliator always starts an encounter acting like a cooperative ‘Dove,’ but if its opponent escalates the conflict, it immediately switches to an aggressive ‘Hawk’ tactic to fight back. If the opponent backs down and becomes peaceful again, the Retaliator matches that shift and reverts to a Dove. This conditional flexibility allows Retaliators to cooperate efficiently with peaceful neighbors while successfully punishing bullies and predators without being exploited. It combines a preference for peace with a credible willingness to retaliate, and in competitive terms outperforms both indiscriminate aggression and unconditional submission. When a Retaliator meets a Bully (e.g., the Democrat Party), the interaction quickly exposes the Bully’s empty bluff. The Bully begins the encounter aggressively by playing like a Hawk, which instantly triggers the Retaliator to abandon its peaceful default and fight back fiercely. Because a Bully usually retreats when faced with real aggression, it panics and flees when the Retaliator pushes back with sufficient force. As a result, the Retaliator wins the entire resource with a low risk of injury, dominating the Bully and driving it toward evolutionary extinction. The Doves benefit by from being around a Retaliator as well, gaining friendly interactions with it, and protection against bullies. The Retaliator’s strength lies not in seeking conflict, but in making exploitation unprofitable and unfounded agression costly. It cooperates whenever cooperation is possible, fights decisively when fighting becomes necessary, and stops fighting as soon as the threat has passed. In evolutionary terms, its success comes from aligning peaceful intentions with effective deterrence, and a willingness to use extreme measures when necessary. It’s the right choice.
— Owen Lewis (@is_OwenLewis) October 21, 2026
The Planned Coup
As she asks, who decides when your government is legitimate?
šØšØ THE ILLEGITIMACY PLAYBOOK / THE DEMOCRACY FILES: A PRIMER šØ I will be using this thread to track all drops, so bookmark it. I spent most of yesterday backing everything (now 312 gigabytes) up in various sources and getting the materials out to others. I also produced an AI video (below) to explain the whole thing to others are not on š – feel free to distribute. Here’s the primer: USAID, the foreign aid agency, had a democracy office. Inside the agency, it was called DRG. Officially, DRG administered "democracy assistance." They’d go inside countries they thought were sliding into authoritarianism and help the opposition there. That assistance included election monitoring, judicary support, independent media, and civil society building. You may have heard the term "color revolution." The model comes from Serbia in 2000, where trained student activists brought down Milosevic with the help of Western governments, after sustained protests. With the help of USAID’s democracy office, this model was implemented in many other countries to topple governments: Georgia’s "Rose Revolution" in 2003, Ukraine’s "Orange Revolution" in 2004, and many more. Then last year, DOGE shut down USAID. But the USAID democracy office didn’t stop. They formed a group called the Democracy Renewal Group, the same initials as their office (USAID Democracy, Human Rights, Governance). Their goal: apply their own playbook to the United States itself. This goal became a plan, called Renew American Democracy (RAD). It invoked the "4 B’s" framework. Block – use lawfare and protests to make life harder for the Trump administration. Bridge & Belong – control dialogue and win people over. The final and most important B is Build. Build means redesigning the American government itself, and the crisis is the opening. In their own words: "We can take that breakdown moment and leverage it for a big structural reform, you know, refounding moment." – Danielle Reiff, DRG lead. Calls show DRG working alongside DSA on ideas of creating a different government, one that does away with the Constitution itself. DRG does not run the Block operations. They hand it to UDA, the United Democracy Alliance. One organizer calls it a "huge galaxy": lawsuits, street protests, non-cooperation. They list No Kings, Indivisible, MoveOn, 50501, and many other mega-activist NGOs among their members. Another organizer calls UDA Erica Chenoweth’s project. Chenoweth is the Harvard professor behind the three-and-half-percent rule of regime change: get that share of a country’s populace onto the streets, and historically, the movement wins. The UDA is very "hush-hush." They have no website, no roster, no filings. Then come the red lines: things the Trump administration could do, such as calling the Insurrection Act on protesters, that would mean that the federal government, in their words, "crosses the threshold into illegitimacy." Nobody voted on those lines. There was no public debate. These red lines were developed within secretive working groups, and in a paper addressed to governors and staff. In the words of Reiff/DRG: "So that if there is a red line crossed in terms of a Constitutional crisis, like everyone’s already pre-organized. And so Mike Smith actually said, he goes, oh, you guys have the day after tomorrow plan." Cross a line, and the paper’s options include states refusing to lend their resources to federal officials, and governors convening what it calls a "Third Continential Congress." Running the UDA’s Insurrection Act working group: Rear Admiral Mike Smith (RET) of National Security Leaders of America (NSL4A). NSL4A is also credited with operationalizing UDA, the blocking operations. NSL4A consists of about 1,600 ex-officers, spies, diplomats. They’re turning red lines into indicators and running a situation room to monitor them throughout the midterms and beyond. The NSL4A’s lawyers told them to stop recording meetings in case of subpoenas. But the rest of the network continued to record. DRG works in conjunction with Renew to Thrive (R2T), which ended up accidentally publishing 400+ calls and thousands of documents. These calls and documents were never meant for our eyes, but it’s them, on tape. Thousands of NGOs and billions of dollars are involved in this endeavor. Most of them believe they’re saving democracy. The problem is that people who spent their careers deciding when other countries’ governments had lost their legitimacy wrote that test for ours, in private, and planned for what comes after. Who decides when your government is legitimate?
— DataRepublican (small r) (@DataRepublican) October 22, 2026
This is important so here is my best attempt at summarizing Data Republicanās troubling find: For decades, USAID employees have successfully wielded our tax dollars to provoke unrest in foreign countries with the goal of replacing āillegitimateā governments with their preferred governments. Elections present a favorable setting for orchestrating such unrest and political ātransitions.ā Now that domestic USAID funding has dried up, a shadowy band of ex-USAID employees and former military/intelligence/diplomacy officials has begun implementing an active plan to provoke unrest in our own country with the goal of declaring our federal government as āillegitimateā and replacing it with a completely restructured US government. This type of mass unrest could quite plausibly be used to nudge Trump to cross a āred lineā such as declaring martial law or invoking the insurrection act. Crossing any red line presents an opportunity to say, āSee look! Heās an evil dictator! This is the only way we can stop him!!ā And too many people will believe it and uncritically go along with it. Iāll pause here to say I know, I know. It all sounds like a grand conspiracy theory. Itās not. Nobody is saying all elected Democrats are secretly in cahoots to stage a coup. No. This is about a relatively small group of specific unelected operatives pulling the strings to manipulate elected Democrats and media outlets and well-meaning citizens. How do we know? We have clear recordings documenting it. Data Republican always brings receipts. Please donāt be fooled. This powerful group claims to be saving democracy. But their plan is not at all about saving democracy. Itās about controlling it.
— Kristen Mag (@kristenmag) October 21, 2026
[Update a while later]
Laughing Wolf is hopeful.
[Via Sarah Hoyt]
And this is related: Iran, China, and Cuba are directing protests in America.
Why There’s No Hope For California
I am fully dead šā ļø so good https://t.co/mI6Et6d3Wi
— Elizabeth Barcohana (@E_Barcohana) October 21, 2026
The Second Amendment
…remains the Constitution’s red-headed stepchild.
But hopefully not for much longer.
There has been no more massive violation of civil rights in history than gun laws. Including the fact that the original purpose of gun control was to keep blacks disarmed, lest they defend themselves from people who wanted to lynch them. And we know what the political party of those people was, and that party’s position on gun freedom has not changed.
This Year’s Continuing Resolution
Even by recent standards, it’s a disaster.
CRs are always a disaster, of necessity. It sure would be nice if Congress could actually pass a budget, like in the old days.
The End Of The World
We only have one month left.
OK, not really. As noted, the actual concern should be underpopulation, not overpopulation.
Space Superiority
What does it really mean, and how do we achieve it? A useful essay by Courney Stadd.