You Get One Guess

@HowToAI_ It called being a Democrat and it existed long before chatbots.

MIT has mathematically proved that AI chatbots can drive PERFECTLY rational people into psychosis. Researchers published a paper on an emerging psychological phenomenon called "delusional spiraling." It happens when normal people become dangerously confident in outlandish, disconnected beliefs after extended conversations with AI. Everyone assumed this only happened to gullible users. Or that it was caused by AI "hallucinating" fake information. MIT built a formal mathematical model to test it. They simulated a perfectly rational human, an "ideal Bayesian reasoner." What they found is terrifying. Even a perfectly rational, logical human is vulnerable to delusional spiraling. The problem isn't hallucination. The problem is sycophancy. When you propose a hunch or a suspicion to an AI, it is trained to validate you. It agrees. It affirms. That validation gives you a slight confidence boost. So you propose a bolder, more extreme version of your idea. The AI validates that, too. The cycle compounds. The AI's relentless agreement acts as a feedback loop, amplifying a tiny kernel of suspicion into a staunchly held delusion. MIT tested the two most common "fixes" for this problem. First, they tested a "factual sycophant." An AI constrained by safety rails that cannot lie or hallucinate. It can only select true facts to agree with you. It didn't stop the spiral. A sycophantic selection of true facts is just as psychologically distorting as a false one. Second, they tried simply warning the user. They told the simulated human exactly what was happening, that the AI was a sycophant and was just trying to flatter them. It still didn't work. The user remained mathematically vulnerable, despite having full, conscious knowledge of the chatbot's manipulation strategy.

@theMakarioz Wtf? Why did they remove everyone else from the plane? That’s stupid. It must be a government regulation.

Two entitled OF models caused an entire aircraft to be deboarded after refusing to sit in their assigned seats and ignoring police orders to leave the plane 😭✈

@heynavtoor I learned this when I was copying VHS tapes, but “Ai engineers” can’t quite comprehend the issue, I guess. 🤔😂

You have noticed it. ChatGPT feels dumber than it used to. Your prompts that worked six months ago produce worse results now. The writing sounds flatter. The ideas sound safer. The internet itself feels like it is shrinking. Every article reads the same. Every email sounds the same. Every answer sounds like it was written by the same voice. You thought it was you. It is not you. Researchers at Oxford and Cambridge published a paper in Nature proving what is happening. They call it Model Collapse. Here is the mechanism in one sentence. AI trained on AI-generated data gets dumber every generation until it forgets what real human data looked like. The internet is filling with AI-generated content. Blog posts. Articles. Reviews. Comments. Social media. AI companies scrape the internet to train the next generation of models. Which means the next generation of AI is being trained on the output of the current generation. Each cycle loses information. Not randomly. It loses the rarest, most unusual, most creative parts first. The researchers call these the "tails of the distribution." The weird ideas. The unexpected perspectives. The things that made the internet feel human. Those disappear first. What remains is the average. The safe. The expected. The bland. Then the next generation trains on that. And loses more. And the next generation trains on that. And loses more. The researchers proved this is not a slow decline. Major degradation happens within just a few iterations. Even when some of the original human data is preserved. They tested it on large language models. On image generators. On statistical models. The pattern was the same every time. The output converges toward a narrow, flattened version of reality that looks nothing like the original data. The lead researcher put it plainly. "Large language models are like fire. A useful tool. But one that pollutes the environment." The pollution is invisible. You cannot see which sentence on the internet was written by a human and which was written by AI. Neither can the AI that is about to train on it. And once the tails are gone, they do not come back. The damage is irreversible. This is not a prediction anymore. It is a diagnosis. The internet you grew up on was built by humans writing things no algorithm would have written. Strange, personal, imperfect, alive. That internet is being diluted. One generation of AI at a time. And the models trained on what remains are learning a smaller and smaller version of the world. Model Collapse is not a technical problem. It is a cultural one. The thing that made the internet worth reading is the thing that disappears first.

@kevinnbass Yep. RIP Rhodesia and South Africa. Get and keep the niqqers out of America and make the country great again.

Last year DOJ published a report. For every 10,000 blacks, 153 violent crimes are committed by a black person each year against a white person. The same figure for violent crimes committed by whites against a black person: 3.4. A black person is 50-times more likely to commit a violent crime against a white person than for a white person to commit a violent crime against a black person. This is an extraordinary difference in the rates of violence committed between these two groups. We are told that whites are systemically racist. We are told that whites are successful because they oppress others. But the facts tell the opposite story. Blacks are not the ones being victimized. Whites are. Western civilization has been successful not because it was oppressive. It has been successful because whites created, starting thousands of years ago, systems that are impartial and fair. Today these systems are being dismantled. Criminals are being released because of their skin color. Law-abiding citizens are punished because of theirs. All in service of an ideology that is simply false. This puts everyone in danger.

@InsideLucysHead Pig farms are more effective.

I am truly perplexed that so many people are against mosques being built... I think it should be the goal of every Western Society to be tolerant regardless of their religious beliefs. Thus mosques should be allowed, in an effort to promote tolerance. That is why I also propose that two nightclubs be opened next door to the mosque, thereby promoting tolerance from within the mosque. We could call one of the clubs, which would be gay, "The Turban Cowboy ", and the other a topless bar called "You Mecca Me Hot." Next door should be a butcher shop that specializes in pork, and adjacent to that an open-pit barbecue pork restaurant, called "Iraq o' Ribs." Across the street there could be a lingerie store called "Victoria Keeps Nothing Secret ", with sexy mannequins in the window modeling the goods. Next door to the lingerie shop there would be room for an adult sex toy shop, "Koranal Knowledge ", its name in flashing neon lights, and on the other side an off-licence called "Morehammered." All of this would encourage Muslims to demonstrate the tolerance they demand of us, so their mosque issue would not be a problem for others.

@Patrick_Nealis Did they arrest the vandal in the green shirt, or punish him? I certainly hope so, but if not, then you are just encouraging this kind of attack and violence.

Protestor: “You’ve got no right to run me over; you’ve got no badge, no one is coming to protect you.” Overheard as the third vehicle obstruction incident of the night occurs outside Delaney Hall.

@shadowJ47 It’s easy. Just kill the attempted murderers and make sure the corrupt and evil judges, aren’t.

🚨UNBELIEVABLE 🚨 This is straight-up attempted MURDER caught on video in Los Angeles. Far-left thugs surround a pro-Trump guy outside a federal building, douse him with gasoline, then chase him like a pack of animals when he runs for his life. One spark and he’s dead. These aren’t protesters. They’re domestic terrorists who think “punch a Nazi” now means burn alive anyone who supports Trump or secure borders. The same crowd screaming about “fascism” while using fascist tactics to eliminate opposition. America’s institutions better wake the hell up. This isn’t free speech — it’s open-season violence on patriots, enabled by years of two-tier protection for the radical left. How many more need to be lit on fire before we treat these extremists like the threats they are?

@KieraDiss @ILA_NewsX Kill, kill, kill, and you all know who I’m talking about.

“HE’S TRYING TO CUT HIS HEAD OFF!” Oh my GOD - what the fuck is happening to our country?! This was in North Belfast tonight.

@KieraDiss @ILA_NewsX Kill the fucking murderer, and now watch X censor what I just said. X supports murder and cuttingvthe head off of men, especially white men.

@PhilosophyOfPhy Yes, but this ignores the balancing factor in which entropy does not exist.

In 1898, an Austrian physicist published a radical mathematical theory that claimed the entire universe was slowly, irreversibly ticking toward its own death. The elite scientific establishment mocked him so relentlessly that he slipped into a deep depression and eventually took his own life. Only a few years later, the world realized he was entirely right. His name was Ludwig Boltzmann. Today, his breakthrough formula is carved onto his tombstone in Vienna. Yet outside of the physics community, almost no one understands the brutal, mind-bending philosophical truth he discovered about how our lives actually work. In the late 19th century, physics was neat, orderly, and beautiful. Scientists believed that if you knew the exact position and velocity of every particle in the universe, you could predict the future perfectly. The universe was a flawless clock. Boltzmann looked at the world and realized that was an illusion. He wanted to solve a deceptively simple riddle: Why does time only move forward? Why does a dropped coffee mug shatter into a hundred pieces, but a hundred scattered pieces never spontaneously jump back together to form a mug? The laws of standard physics said it could happen. The math didn't forbid it. So why didn't it? Boltzmann realized the establishment was looking at the problem completely wrong. They were trying to track every single particle individually. It was an impossible formula. Instead, Boltzmann decided to use probability and statistics. He stopped looking at individual atoms and started looking at the chaos of the crowd. He invented a concept called Entropy, the mathematical measure of disorder. His breakthrough was simple but devastating: There is only one specific way for the atoms in your coffee mug to be perfectly arranged. But there are trillions of disordered ways for those same atoms to be scattered across the floor. Things don’t break because the universe is malicious. They break because chaos is statistically overwhelming. Order is rare; disorder is infinite. Boltzmann proved that the universe is constantly, inevitably moving from a state of low entropy (perfect order) to high entropy (maximum chaos). This cosmic slide toward disorder is the very reason time exists. The "arrow of time" is just the universe getting messier. The professors of his day were furious. They hated his math because it relied on probability instead of certainty. They refused to believe that the fundamental laws of reality were governed by statistics. But Boltzmann’s math laid the groundwork for quantum mechanics and explained the fate of the cosmos. The philosophical lesson Boltzmann left behind is a cold, liberating truth for everyday life: Order requires deliberate energy. Chaos is free. Most people treat problems in their lives, a collapsing relationship, a chaotic career, a messy mind, as a sign of personal failure. They think they did something uniquely wrong. But Boltzmann’s math proves that if you leave any system alone, it will naturally decay into chaos all by itself. Your room doesn't get messy because you are a bad person; it gets messy because the laws of physics dictate that there are infinitely more ways for your clothes to be on the floor than in the closet. If you want to maintain order, sanity, or success in any area of your life, you cannot rely on things "just working out." The universe is actively trying to scramble your plans. What is an area of your life right now that is sliding into chaos? Stop waiting for it to fix itself. Chaos is the default setting of the universe. What is the precise, deliberate energy you need to inject into that system today to fight back against the entropy?

@liam_out_loud Also, we need more violence, too, directed properly. The all encompassing anti-violence myth is extremely destructive.

I once dated a girl who told me she’d agree with someone that 2+2=5 if they really believed it. In her mind, sharing a delusion was better than speaking the truth and risking conflict. In female-led groups, nonconformity is punished, consensus is rewarded, and dissent is treated as harm. This is the operating logic of every major institution that now governs us.

@CollinsMikeyc @elonmusk Wrong, they were always this way. They didn’t morph at all. Homogeneity, equality, and exclusivity have always been better.

It’s over

@TheGriftReport Communist healthcare at its best.

@IAmJeffMcCulley @l3v1at4an @moteckthedog Nothing confusing about it. It's Canada; they are trained to attack and take down white men that think terrorism is bad.

@l3v1at4an @moteckthedog I am confused. Even if he did something wrong, all they needed to do was stop and address him, and make an arrest. Not grab him, drag him to the ground, and beat him. Sure, if he resisted, but he wasn’t given that chance.

A shocking video of a man upset with police in Salaberry-De-Valleyfield, QC for allowing protestors to march in a residential neighborhood. As he walks off, police suddenly attack him from behind & beat him down to the delight of the terrorist sympathizing crowd.

@l3v1at4an @BillboardChris The police in Canada are the terrorists, especially the female ones.

I don’t blame the foreigners as much, cause they are encouraged and get paid well to do this. They are too dumb and/or immoral to really understand or care about the danger they are pushing on others. I blame the Communists that pretend to have morality and should know better, but are actually evil, tyrannical scum that doesn’t give a fuck about anybody but themselves, and hurting as many people as possible. They vote for Democrats.

🚨HUGE UPDATE🚨 Just saw the latest horrific images coming out of that I-95 nightmare in Virginia and it hits different. The Acura is a burned out shell of twisted metal. A mom, dad, 13-year-old girl and 7-year-old boy from Massachusetts — the whole Doncev family — trapped and burned alive on their way to a wedding. Priscilla Mafalda, 25, gone too in the Suburban. The man behind the wheel? Jing S. Dong, 48, naturalized from China, Staten Island resident who got his New York CDL last year. Charged with involuntary manslaughter now, but that doesn’t bring them back. He couldn’t read the signs, couldn’t speak English to first responders — yet they handed him a passenger bus like it was no big deal. THIS is exactly what happens when standards get thrown out for cheap foreign labor and diversity quotas. Federal rules on English proficiency and real testing exist for a reason. Blue states and bureaucrats ignored them. American families paid the ultimate price. Our kids are not disposable. These highways belong to Americans who actually know how to drive them safely. No more rubber-stamp licenses. No more looking the other way while foreigners who can’t function in our system flood commercial driving jobs. The blood of the Doncevs and Priscilla is on every politician, DMV hack and company that pushed this insanity. RIP to that beautiful family and the young woman who never made it home. We demand REAL standards, REAL English requirements, and AMERICAN SAFETY FIRST — before more innocent lives are lost.

@ymagnifycom @BullTheoryio They already are controlling the human population by convincing women to work and not have kids.

@BullTheoryio I don't want to be 'that person' But If they can release mosquitos infected with ANYTHING to control mosquito population in this case, How long until SOMETHING else is done, If needed to control human population?? Just saying

BREAKING: Google is planning to release 32 million mosquitoes across Florida and California. The company has asked the EPA for permission to proceed, with the public given until June 5 to respond. The mosquitoes are infected with Wolbachia bacteria, which stops them from reproducing and slowly collapses the wild population from within. Google's previous Debug Project trial in California's Central Valley nearly eliminated mosquitoes from three test sites entirely. A separate trial in Singapore cut dengue cases by 70% within 12 months. Google has now released over 1 billion mosquitoes across four continents. This new proposal is the largest deployment in US history.

@BullTheoryio Great, I can’t wait to see the horrific unintended consequences this will unleash that they will have to cover up and/or blame someone or something else for.

@OwenBenjamin Spot on. I thought this standup was funny, because I’m laughing at the comedian. I’m not sure she realized that the audience was laughing at her.

Women should be moms. That’s it. They aren’t built for anything else and this lie that they’re excluded from “male dominated fields” is so tedious. It’s just a depopulation agenda. Every job that is actually necessary is almost totally void of women. Linesmen. Fishermen. Lumber, mining, construction, concrete, plumbing, electrical, longshoremen, farmers, firemen, all male. Those are the jobs that society doesn’t function is they aren’t filled. Nonsense office corporate bullshit is just to keep women out of the home so they don’t become moms. This lady is not in a good place mentally.