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vbgyor

@vbgyor

It's not easy being a member of the top apex predator species living at the height of human civilization as a citizen of the Empire.

Here and Now เข้าร่วม Kasım 2008
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Elon Musk
Elon Musk@elonmusk·
Yes
Dustin@r0ck3t23

Elon Musk thinks the entire education system is built on a broken assumption. That every student should learn the same thing. At the same speed. In the same order. At the same time. Musk: “Everyone goes through from like 5th grade to 6th grade to 7th grade like it’s an assembly line. But people are not objects on an assembly line.” The model was designed for a factory economy. Standardized inputs. Predictable outputs. That economy is gone. The assembly line is gone. But the education system still runs on its logic. A student who masters algebra in two weeks sits through eight more weeks because the calendar says so. A student who struggles gets dragged forward because the schedule doesn’t wait. Neither is being served. Both are being processed. Musk: “Allow people to progress at the fastest pace that they can or are interested in, in each subject.” AI doesn’t teach a classroom. It teaches a student. One at a time. Every time. It skips what a student already knows. It finds where they’re stuck and approaches it from a different angle. It adjusts in real time. Not at the end of a semester when the damage is already done. A student obsessed with basketball learns fractions through shooting percentages. A student who builds in Minecraft learns geometry through architecture. The subject doesn’t change. The entry point does. No teacher with thirty students can do this. Not because they lack skill. Because the math doesn’t work. AI doesn’t have that constraint. Musk: “You do not need to tell your kid to play video games. They will play video games on autopilot all day. So if you can make it interactive and engaging, then you can make education far more compelling.” The brain isn’t broken. The format is. Kids learn complex systems and strategic thinking for hours voluntarily. Then walk into a classroom and can’t focus for twenty minutes. That’s not a discipline problem. That’s a design problem. Musk: “A university education is often unnecessary. You probably learn the vast majority of what you’re going to learn there in the first two years. And most of it is from your classmates.” Four years. Six figures of debt. And the real value comes from the people sitting next to you. Not the institution charging you. The degree doesn’t certify knowledge. It certifies endurance. Musk: “If the goal is to start a company, I would say no point in finishing college.” The system was built to train employees. If you’re not trying to be one, it has nothing left to offer you. Every lecture. Every textbook. Every curriculum. Now available instantly. Personalized to any learner. Adapted to any pace. The question isn’t whether the old model survives. It’s how long we keep forcing students through it while the replacement already exists.

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Seyed Mohammad Marandi
Seyed Mohammad Marandi@s_m_marandi·
Netanyahu murdered these kids in Lebanon today. Did Western media say anything about them?
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Financial Physics
Financial Physics@FinancialPhys·
Perspective
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mrredpillz jokaqarmy
mrredpillz jokaqarmy@JOKAQARMY1·
Their are no good guys at this point.
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TPV Sean
TPV Sean@tpvsean·
Iran Release Proof Erika Kirk Murdered Charlie as Part of Israeli Coup of America Iran just released proof that Erika Kirk has been a Mossad agent for years. Hacked Israeli intelligence files reveal that Erika is a professional honeypot, tasked with infiltrating and compromising the US conservative movement from the inside. The files expose a multi-year operation to smuggle her all the way into the White House.
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Israel Exposed
Israel Exposed@xIsraelExposedx·
'There will never be a revolution in America'. - Mr Bolsen explains @ShahidkBolsen
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Financial Physics
Financial Physics@FinancialPhys·
Hey, guys…
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Masu Zafi 🔥🔥
Masu Zafi 🔥🔥@masuzafi·
Three weeks ago, Louise Lyngsholm Lave barely knew who Pete Hegseth was. Now, after co-creating their third music video for Bruce Kluger’s savage satire album “MAGA Country,” it would appear she knows way too much. And the scariest part? Real life is catching up to the absurdity faster than the video could predict. Welcome to Macho Pete territory. 🎥🔥
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Ryan Rozbiani
Ryan Rozbiani@RyanRozbiani·
🇮🇷 NEW Lego Style Music Video from Iran via PersiaBoi Studios They are SO FAST and the Music is Good Titled: Taco Tuesday Backpedal TACO stands for Trump Always Chickens Out.
Ryan Rozbiani@RyanRozbiani

🇮🇷 NEW Lego Style Music Video from Iran via PersiaBoi Studios Titled: Uranium Heist in the Dead of Night FAILED OPERATION $600 MILLION WASTED This one is a WHOLE PRODUCTION hinting at the Uranium Heist theory many think led to the weekend chaos in Iran for the U.S.

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Ihtesham Ali
Ihtesham Ali@ihtesham2005·
A MIT student figured out how to compress an entire semester of lecture content into one 90-minute study session. He calls it "context stacking," and it's the most unfair thing I've seen done with NotebookLM. I asked him to walk me through it. He did. I haven't studied the same way since. Here's exactly what he does. Two days before each lecture, he uploads everything into NotebookLM. The assigned readings, the previous week's slides, 3 or 4 related papers he finds himself, and any problem sets that are still open. Most students wait for the lecture to explain the material. He walks in having already built a mental model of it. That's step one. But it's not the move that makes it unfair. The first prompt he runs across all of it: "What are the 5 core concepts this week's content is built on, and how do they connect to what I studied last week?" Not summarize. Not define. Connect. NotebookLM pulls threads across everything he uploaded simultaneously. It surfaces relationships between ideas that would take a normal student weeks of review to notice. He gets that map before the lecture even starts. Then he runs the prompt that does most of the work. "What would I need to genuinely understand about this material to be able to teach it to someone with zero background in this subject?" That question is doing something most students never force themselves to do. It exposes exactly where his understanding is solid and exactly where it's hollow. The gaps show up immediately, and he spends the rest of the 90 minutes filling only those gaps. Not reviewing what he already knows. Only fixing what he doesn't. The final prompt is the one that separates context stacking from every other study method I've heard of. "What question could a professor ask about this material that would expose a student who understood the surface but missed the underlying logic?" He's not studying for the exam he expects. He's studying for the exam designed to catch people who only think they understood it. By the time he sits in the lecture hall, the professor is not teaching him anything new. The professor is confirming what he already mapped, filling in a few details, and occasionally surprising him with something he didn't anticipate. That surprise is the only thing he writes down. Most students leave a lecture hoping the material will eventually click. He walks in with it already clicked, and uses the lecture to find out what he missed. That's not a study hack. That's a completely different relationship with learning.
Ihtesham Ali tweet media
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Mahmoud🇵🇸
Mahmoud🇵🇸@AbwYl10389·
There are many decomposing bodies under the rubble of homes in the devastated, besieged Gaza Strip 💔 This is one of the crimes Israel commits every day in Gaza. Please share this.
Mahmoud🇵🇸 tweet media
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Israel Exposed
Israel Exposed@xIsraelExposedx·
Footage of the real life hunger games, released by David McIntosh, who worked for GHF in Gaza.
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Dani - La SemiYA de la VERDAD
Dani - La SemiYA de la VERDAD@La_SemiYA_dl_VD·
Si no tuviera memoria no apoyaría este tweet de la Embajada de Irán Hoy Irán propuso intercambiar el piloto del F15 abatido por 10.000 presos Palestinos Hace pocos días Israhell aprobó una ley para colgar a los presos Palestinos,muchos niños,como estos👇
Embajada de Irán en España@IraninSpain

💥 ¡Finalmente, Irán permitió a los estadounidenses pasar por el estrecho de de Ormuz!🎯

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Daniel Lambert
Daniel Lambert@dlLambo·
"Israel wants to live in peace with its neighbours" is the biggest lie of all time. This is the West Bank. No Hamas, no war, yet attacked like this daily by "settlers" backed by the IDF. A savagely violent Jewish supremacy armed by the EU/UK/US
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Ryan Dawson
Ryan Dawson@RyLiberty·
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Jvnior
Jvnior@Jvnior·
907 days of Genocide. This is Gaza right now.
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Tuki
Tuki@TukiFromKL·
🚨 let me tell you what just happened because I'm sure most people completely missed this.. Kamal Kharazi was Iran's lead negotiator.. the man actively working through Pakistan to arrange a backchannel meeting between Iranian officials and JD Vance.. the only active diplomatic channel that existed to prevent what Trump called a "2 to 3 week" strike window.. Israel just bombed his house.. his wife is dead.. Kharazi is in hospital.. and you need to pay attention to the timing.. this isn't the first time Iran's negotiators have been killed right before a deal could be made.. Mohsen Fakhrizadeh was Iran's top nuclear scientist and the man considered most essential to any future nuclear negotiations.. he was assassinated in November 2020, widely attributed to Israel.. the nuclear talks were set back by years.. in 2012, Mostafa Ahmadi Roshan.. a senior figure at Iran's Natanz enrichment facility.. was killed in a targeted car bombing in Tehran, also attributed to Israel.. the pattern holds every single time.. every time Iran and the US get close to talking, someone removes the people doing the talking.. Trump said 2 to 3 weeks.. someone in Iran was actively building the exit ramp from that window.. and today the man building that exit is in hospital and his wife is in the ground.. whoever bombed that house wasn't trying to win a war.. they were trying to make sure there isn't a peace.
unusual_whales@unusual_whales

BREAKING: Kamal Kharazi has been seriously wounded after Israeli strikes hit his home, killing his wife. Kharazi had been the lead negotiator involved in backchannel efforts with Pakistan to arrange a potential meeting between Iranian officials and JD Vance, per Aljazeera

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Stew Peters
Stew Peters@realstewpeters·
The world has been told that modern Hebrew is the direct descendant of the ancient Biblical language spoken by the Israelites. Today… billions accept ‘Hebrew’ as one continuous language. It isn’t. Modern Hebrew is a 20th-century European construct dressed in Biblical clothing
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