Researchers proved AI has deleted every reason universities exist. Harvard University ran a controlled experiment pitting a custom AI against their own top-tier classrooms. And the results are going to collapse the higher education bubble. They took 194 undergraduates and split them up. One group learned physics in one of Harvard’s best hands-on, active-learning physical classrooms. Group work. Instructor support. The premium university experience. The other group went home and learned the exact same material with an AI tutor. The AI didn't just win. It embarrassed the institution. Students using the AI learned more than twice as much as the students in the elite Harvard classroom. They scored 30% higher on the final assessment. And they did it in less time. Let that sink in. A piece of software sitting on a laptop outperformed a world-class faculty in one of the most elite learning environments on Earth. Universities have always justified their exorbitant tuition with two things: access to elite knowledge and the physical classroom experience. This study just proved both of those moats are gone. When software can teach you complex physics twice as well as a $60,000-a-year institution, the math of higher education breaks permanently. The AI didn't just give the students answers. It used strict pedagogical guardrails. It guided. It questioned. It forced the students to do the cognitive work. It offered perfect, one-to-one tutoring, personalized to the exact moment a student misunderstood a concept. That level of attention is mathematically impossible to scale in a physical lecture hall. For a thousand years, the university was the only place to get a premium education. Now, it’s the bottleneck. If AI can double your learning speed for a fraction of the cost, what exactly are students taking on decades of debt to pay for?

I don't think politicians realize how pissed Americans are, and the anger grows daily as more and more realize what is happening. 23 years ago I was eyeing a future where I would be making a quarter of a million dollars per year in a year or two. I had my eye set on retiring at the country club and playing golf and trading stock. Here we are 23 years later and I'm living in a garage with no bathroom trying to survive on $1,419 per month in social security. If you think we will get over it, and we're not pissed, boy are you in for a rude awakening. I can't say when the volcano will erupt, and it won't be the old folks like me, but the younger generation has watched you steal their future from their parents and now them, and they won't forget.

what Elon Musk has done to make my life better: - electric cars - satellite internet - saved free speech what Jeff Bezos has done to make my life better: - nationwide next-day delivery - architecture that powers the internet what Larry Page and Sergey Brin have done to make my life better: - made the internet searchable - online email and documents platform what Mark Zuckerberg has done to make my life better: - social media to keep me connected to friends - online ads platform what Larry Ellison has done to make my life better: - database software for my businesses - data centers for AI and cloud computing what Jensen Huang has done to make my life better - hardware that powers the AI revolution what Bernie Sanders has done to make my life better:

HOLY CR*P 🚨 A sophisticated corporate hiring pipeline was setup to hire refugees in the United States with over 500+ major companies under the Biden Admin called ‘WelcomeUS ‘ in 2021 Honorary Chairs of the committee are - Barack Obama - Hillary Clinton and Bill Clinton - Michelle Obama - George W. and Laura Bush - An Iranian American who was the founding CEO - Barack Obama’s director of White House Domestic Policy serves - Institutional support from Rockefeller Philanthropy Advisors Notable Companies in the Network Amazon, Microsoft, Google, Meta, Cisco, Salesforce, Uber, Verizon, T-Mobile, Walmart, Target, Starbucks, IKEA, Gap Inc., Levi Strauss, Chobani, Marriott International, Hilton, Hyatt, Chipotle, McDonald's, Wendy's, FedEx, UPS, DHL, Accenture, Deloitte, EY, ManpowerGroup And many more companies (I included more in the video) Democrats literally facilitate the mass invasion of America and then setup a coalition of all our major corporations to hire the refugees ahead of Americans Right on their sites homepage is training material to become a US Citizen. Democrats are literally replacing the American People Again, HOLY CR*P

This is not making America great.

This needs to be addressed @safety. And if any X employees are involved with these Telegram groups, they need to be terminated.

Another ‘Conspiracy theory’ proven true A federal judge allows case against BlackRock for “buying up coal companies just to shut them down and force green energy initiatives, all while jacking up prices and pushing ESG policies” And it goes so much deeper “Based off this court ruling in Texas today of the State of Texas vs BlackRock, Vanguard and State Street, I am onto something. Let me break it down for you. BlackRock, Vanguard and State street just lost a major court ruling today in federal court and a federal judge in Texas agreed that they can be sued. The lawsuit says that they formed an investment cartel to control U. S Energy markets. They allegedly bought up coal companies just to shut them down and force green energy initiatives, all while jacking up prices and pushing ESG policies that nobody voted for. If you don't know what an ESG policy is, it's environmental, social and governance. Now pause, because this is exactly what I've been exposing here in Delaware. Those three major key players, BlackRock, Vanguard, State street, they own Tyler Technologies, who is behind the corrupt reassessments. There are major shareholders in Amazon and Costco, both of who received insane tax decreases while the rest of us got jacked. They indirectly own Delmarva Power through ownership in Exelon, the parent company to Del Marva Power. And our power bills and our energy bills have been skyrocketing due to ESG policies here in Delaware, due to green energy initiatives that our lawmakers passed knowing there was no possible way for us to meet them here in Delaware. We simply do not have the land to do so. They own Ryan Homes indirectly through their major ownership in NVR Homes, which is the parent company to Ryan Homes. So they've been going around, they've been buying all the residential land and the farmland and turning into properties and developments that nobody can afford. They have a major ownership in Chesapeake Utilities, you guys, over development of the land, utility monopolies and artesian water. Yep, you probably guessed it. And then you have some big name politicians who I cannot name yet until I have my receipts to back what I'm saying. But it all is full circle, guys. It's all a triangle profit scheme. We are free range humans on a tax farm. BlackRock and Vanguard are major owners in every single one of the things I just mentioned. They called it a conspiracy, but now it's a federal ruling.”

As a human being, I like Pep & of course he is an excellent manager. But make no mistake, this news about City just rubber stamps Klopp's unbelievable record at Liverpool. Imagine his record if City weren't allowed to cheat. The Klopp V Pep argument is over. Klopp's the MAN❤️🍻

Popular news station and dear friend @TexasSpectator account wrongfully suspended on @X! A neutral Texan spectating and informing fellow Texans about the truth, news, and current events in Texas was silenced. @elonmusk please restore the account as it did not violate any X rules.

🚨𝗕𝗥𝗘𝗔𝗞𝗜𝗡𝗚: This are the list of punishment Manchester city may face after being found guilty of 115 Premier League charges relating to financial breaches. 1. Removed from the premier league (they will start all over from league two) 2. Strip off of all Domestic trophies won (Premier league, FA cup and Carabao cup) 3. Huge fine and points deduction 4. Ban on transfers for 5 straight seasons.

You were branched as a Finance officer and later became a public affairs officer. In the Reserves. Your highest award is a DMSM. Look, as a career logistics officer myself I always preach one team, one fight, but not when someone like you--who is supported by the cretinous, Soros-funded, "VoteVets"--crawls out of the Deep State slime to smear actual combat veterans like Hegseth. Pete Hegseth's pinky finger knows more about leading troops in wartime than your DSA sell-out brain will ever comprehend, and the closest your pinky ever got to heroism is a paper cut. So how about you put a sock in it, you DEI-installed, Commie faux-general? Beat it.

I just saw a private presentation about AI from China and what is up in the next weeks and months is stunning. US AI companies have about 7 months to get their open source plans deployed. They must take the open source market very seriously with their versions. I am not guessing.

Guys here how it works: 1. Everyone goes home who doesn't belong here. 2. Labor will cost more temporarily because people won't be paid under the table. 3. There is a recalibration period where wages will rise and certain things will cost more and other things like housing prices might temporarily deflate or stagnate due to demand. 4. Once the whole economy recalibrates, the quality of life for Americans improves demonstrably and things like schools, hospitals, social services, etc. go back to normal and are not overrun with illegal immigrants. The end.....

90% of my coworkers are Indians on H-1B, H-4 EAD, and OPT contractors and full timers. Manual testers, BAs, Scrum masters, POs. This company is packed with Indians from the CTO down to the junior consultants. The code they write and the testing they do is sloppy garbage. I’m sick of this invasion. American citizens are getting shoved out of our own jobs. How is the government this useless at looking into the fraud or do they just care about the lobbying money? 😞@StephenM @SaraGonzalesTX @USCIS @USLaborIG @USDOL @WHFraudTF @WhiteHouse

lol haven't seen a killshot like this for a while

I can understand how people were fooled by Jacinda Ardern. Really. It's forgivable. She scrubs up ok, has that goofy smile and can actually act like a regular Kiwi when she wants to. Plus she had a global propaganda machine behind her. But if today you still think this low rent grifting apparatchik was anything other than a manufactured candidate, selected to ruin New Zealand and now collecting the payoff, then you're a moron. The money has been laundered through Harvard and a global publisher for a book no one read and lectures no one can remember. And now she can smack down 6.5 million for a mansion in Australia. She's no better than any third world dictator allowed to retire in Paris or Geneva and enjoy her spoils. Meanwhile in the country she did her best to wreck, people struggle with debt and a wave of third world migration.

MŁODZI TO PATOLOGIA. 1. Wyprodukowaliśmy pokolenie ludzi, którzy mają dostęp do całej wiedzy ludzkości w kieszeni, a jednocześnie nie wiedzą absolutnie nic. Nie znają historii, geografii, ekonomii ani własnego kraju, ale posiadają opinię na KAŻDY temat. Dawniej, żeby być ignorantem, trzeba było przynajmniej nie mieć dostępu do książek. Dzisiaj ignorancja wymaga aktywnego wysiłku. 2. Nie panują nad własnymi emocjami. Wszystko jest „toksyczne”, „traumatyczne”, „problematyczne” albo „triggerujące”. Krytyka staje się atakiem. Dyskomfort staje się cierpieniem. Niepowodzenie staje się traumą. Zamiast nauczyć człowieka radzić sobie z rzeczywistością, nauczono go tworzyć coraz bardziej wyrafinowane słownictwo do opisywania tego, dlaczego rzeczywistość powinna dostosować się do niego. 3. Nie potrafią też docenić tego, co mają. Żyją w jednym z najbezpieczniejszych i najbogatszych okresów historii, otoczeni technologią, o której ich pradziadkowie nie potrafiliby nawet fantazjować, a zachowują się tak, jakby zostali zesłani do kopalni soli w XIV wieku. Ciepłe mieszkanie, pełna lodówka, smartfon, wakacje, streaming, dostawa jedzenia pod drzwi — i permanentne poczucie krzywdy. 4. Są źle wychowani. Nie dlatego, że nie znają właściwego widelca do ryby. Gorzej: nie rozumieją, że przestrzeń publiczna należy również do innych ludzi. Głośnik w autobusie, hulajnoga między pieszymi, telefon przy stole, darcie mordy w miejscu publicznym. Świat jest sceną, oni są głównymi bohaterami, a reszta społeczeństwa ma zejść z kadru. 5. Nie potrafią czekać. Nie potrafią się nudzić. Nie potrafią przez pięć minut siedzieć bez bodźca. Telefon musi być sprawdzony podczas jedzenia, rozmowy, spaceru, pracy i kiedyś prawdopodobnie własnego pogrzebu. Pokolenie z największym dostępem do informacji w historii wytrenowało sobie zdolność koncentracji złotej rybki na amfetaminie. 6. Nie potrafią niczego naprawić. Nie potrafią niczego zbudować. Część nie potrafi ugotować pięciu normalnych obiadów, przyszyć guzika, odetkać odpływu ani zorganizować własnego dnia bez aplikacji. Za to doskonale wiedzą, jak powinno zostać zreorganizowane całe społeczeństwo. 7. Nie mają cierpliwości do kompetencji. Chcą rezultatów bez praktyki, pozycji bez hierarchii, pieniędzy bez doświadczenia i autorytetu bez osiągnięć. Jeśli ktoś robił coś przez dwadzieścia lat, to nie jest ekspertem. Jest „gatekeeperem”. 8. Nie rozumieją pieniędzy. Subskrypcja tu, dostawa tam, kawa za 25 zł, telefon na raty, pięć aplikacji pobierających co miesiąc pieniądze z konta — a potem wielkie odkrycie ekonomiczne: NIE DA SIĘ OSZCZĘDZAĆ. 9. Nie mają stosunku do przeszłości, bo przeszłość zaczyna się dla nich mniej więcej w 2016 roku. Wszystko, co było wcześniej, jest albo niezrozumiałe, albo podejrzane moralnie. Człowiek bez pamięci historycznej patrzy więc na instytucje istniejące od stuleci i po piętnastu sekundach namysłu stwierdza, że właśnie odkrył, jak je naprawić. 10. Nie żyją nawet w tej samej rzeczywistości. Algorytm daje każdemu prywatny wszechświat, prywatne fakty, prywatne autorytety, prywatne oburzenie i prywatną epidemię problemu, o którym normalny człowiek nawet nie słyszał. Potem wychodzą z internetu i są zdziwieni, że społeczeństwo nie przeczytało tego samego feedu. Najbardziej imponujące jest jednak połączenie wszystkich tych cech. Nigdy wcześniej człowiek nie mógł wiedzieć tak mało, umieć tak niewiele, kontrolować się tak słabo i jednocześnie posiadać tak niewzruszonego przekonania, że to właśnie ON powinien pouczyć wszystkich poprzednich ludzi, jak należało urządzić świat.

🚨LATEST UPDATE | A Secret Service agent who once served on President Trump’s protective detail reportedly made a statement that shocked many people: “Trump RUINED me — after working for him, I don’t think I could ever protect another President in quite the same way again.” And if you think the word “ruined” was meant as an insult, WAIT — because the meaning behind those words was actually one of the deepest compliments a leader could receive. Here’s what the agent reportedly meant by saying, “Trump ruined me”: The Secret Service agent had worked around several Presidents before Trump. He was trained to follow protocol, maintain professionalism, stay disciplined, and keep a certain respectful distance. He protected every President according to the same professional standards — but his assignment with Trump changed the way he viewed the job. That’s when everything became different. The agent reportedly explained: “Trump RUINED me for this job. Not because he was hard to work with — but because he was completely different from what I had experienced before. Trump knew my NAME. Other Presidents might have simply called me ‘agent.’ Trump remembered my actual name. He remembered my WIFE’S name. He remembered my CHILDREN’S names. He asked about my son’s baseball games. He noticed when I had been standing for hours and would tell me, ‘Sit down, you need to rest.’ During long days, Trump made sure there was EXTRA food available. He would say, ‘Make sure my guys eat first.’ When my FATHER passed away, Trump came to his funeral. No cameras. No reporters. No publicity. He came simply to show respect to the man who raised the person assigned to protect him. After being treated like THAT — how could I ever go back to being just ‘agent’ for another President? After Trump remembered my CHILDREN’S names, how could I protect someone who wouldn’t even make the effort to remember mine? After Trump treated me like FAMILY, how could I go back to feeling like I was nothing more than part of the furniture? Trump RUINED me. He completely changed my expectations of how a President can treat the people who protect him. He raised the STANDARD so HIGH that I could never again accept being treated as though I didn’t matter. That’s what I meant when I said he ‘ruined’ me.” Here’s what this powerful story supposedly shows: Trump didn’t simply have Secret Service agents assigned to protect him — he made them feel SEEN, RESPECTED, VALUED, and appreciated like FAMILY. And once someone experiences that kind of personal respect, it can become difficult to accept being treated like nothing more than equipment. 😭🛡️🇺🇸 Drop 🫡 and type: TRUMP RUINED THE STANDARD. Comment: Once you’ve been treated like FAMILY, you can’t go back to being treated like FURNITURE. Share this so people understand what “ruined” was intended to mean: NOT an insult — but an extraordinary compliment about the STANDARD of respect and appreciation he experienced.

After sending 100+ monitors in the primaries, we @CivilRights plan to send 1000 federal election monitors to select locations around the country to observe the general election in November. This will be the largest monitoring effort in @theJusticeDept history!