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Larry Ellison just compressed the next decade into a single sentence. “The smartest people I know are investing fortunes. To be specific, they are investing their fortunes in building and training these AI models.” Not company capital. Their fortunes. Personal wealth. Corporate investment is strategy. You allocate, hedge, diversify.... Personal wealth is conviction. That’s someone staring at the world where they built their entire fortune and deciding it has an expiration date. Think about who he’s talking about. Not venture capitalists fishing for 10x returns. People who already have more money than they could spend across ten lifetimes. Zero financial incentive to take risk. And they’re making the largest bets of their entire careers. Ellison: “That’s how important they are. That’s how extraordinary they are.” He doesn’t reach for that word. This is a man who built Oracle across five decades. Went to war with IBM, Microsoft, SAP, and Salesforce. Survived every crash, every hype cycle, every false revolution since the 1970s. He’s buried more hype cycles than most founders have survived. And he’s telling you this one broke the pattern. In every bubble in history, the smart money leaves first. They spot the cracks. Sell quietly. Let everyone else hold the bag. That’s not what’s happening here. The smart money is accelerating. Data centers that cost more than some nations’ annual budgets. Power contracts locked for two decades. Every available GPU on Earth spoken for. These are not the moves of people riding momentum. These are the moves of people who saw what’s coming and decided the only risk is moving too slowly. In every genuine technological shift, there’s a moment where the gap between what insiders know and what the public understands becomes so wide it stops being an information gap. It becomes two separate realities running on two different timelines. The people with the most access, the most information, and the most to lose. They’re moving like the entire economic operating system of civilization is being rewritten in real time. And most people still think this is about chatbots. That gap is the signal. Not the benchmarks. Not the product demos. Not the funding rounds. The behavior of people who already won and decided winning wasn’t enough. Larry Ellison is 81 years old. Worth over $200 billion. Built one of the most dominant software empires in the history of computing. And he’s moving like a man who just realized none of it will matter unless he gets this right.show more

Dustin

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406,260 views • 3 months ago •via X (Twitter)

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There is a moment in every man's life where the question is not what is strategic, not what is convenient, not what is politically comfortable, the question is simply, what is right and what is wrong. These sources did not step forward for fame. They stepped forward because they believed in something greater than themselves. They infiltrated one of the most brutal regimes in the Western Hemisphere. Their families — including children — are now being hunted because they chose to stand on the right side of history. Those are real people, in real danger, right now. The United States of America asked these men and women to trust us. They did and the silence they have received in return is not a bureaucratic oversight. It is a moral failure. Plain and simple. I have spent my life in service to this country. I know what we ask of people who work in the shadows. I know the weight of that ask and I know that when a nation stops honoring its word to the people who sacrificed the most, it has lost something far more valuable than any intelligence asset. This is not complicated. These people did right by us. Now we do right by them.

There is a moment in every man's life where the question is not what is strategic, not what is convenient, not what is politically comfortable, the question is simply, what is right and what is wrong. These sources did not step forward for fame. They stepped forward because they believed in something greater than themselves. They infiltrated one of the most brutal regimes in the Western Hemisphere. Their families — including children — are now being hunted because they chose to stand on the right side of history. Those are real people, in real danger, right now. The United States of America asked these men and women to trust us. They did and the silence they have received in return is not a bureaucratic oversight. It is a moral failure. Plain and simple. I have spent my life in service to this country. I know what we ask of people who work in the shadows. I know the weight of that ask and I know that when a nation stops honoring its word to the people who sacrificed the most, it has lost something far more valuable than any intelligence asset. This is not complicated. These people did right by us. Now we do right by them.

General Mike Flynn

61,706 views • 3 months ago

Nicki Minaj just went NUCLEAR on the Democrat fraud. Minaj demanded to know where the taxpayer funds have gone and says people are DONE with the distractions. MINAJ: “Where’s the money?!” “Where are the BILLIONS of dollars that were stolen??” “Okay, because guess what? The people who work hard and pay taxes, they have a right to know.” “Like there’s no more distracting people, everyone is smarter than that.” “And I think that’s where African Americans stand right now, is that they’re not going to keep on speaking for people who every time they completely forget about them.” “And they just use them every four years.” “Find somebody else to do it.”

Nicki Minaj just went NUCLEAR on the Democrat fraud. Minaj demanded to know where the taxpayer funds have gone and says people are DONE with the distractions. MINAJ: “Where’s the money?!” “Where are the BILLIONS of dollars that were stolen??” “Okay, because guess what? The people who work hard and pay taxes, they have a right to know.” “Like there’s no more distracting people, everyone is smarter than that.” “And I think that’s where African Americans stand right now, is that they’re not going to keep on speaking for people who every time they completely forget about them.” “And they just use them every four years.” “Find somebody else to do it.”

Overton

53,834 views • 6 months ago

This is for all the people in the arena ( your life, your career, your family ) who are doing it for them .. not for the validation of the crowd One of the great issues in our society right now is that people live their lives for outside validation, for the clicks, for the likes, for the followers, for the comments. This isn't just in social media. This is happening in the analog and real world too. Too many people are keeping up with the Joneses and worried about what people think about them. They worry about what people think about how much money they have, what school they go to, or even worse, what school their kids go to, and on and on and on … I will continue to make content with the hope it breaks someone out of the hamster wheel and that’s that ❤️❤️❤️❤️

This is for all the people in the arena ( your life, your career, your family ) who are doing it for them .. not for the validation of the crowd One of the great issues in our society right now is that people live their lives for outside validation, for the clicks, for the likes, for the followers, for the comments. This isn't just in social media. This is happening in the analog and real world too. Too many people are keeping up with the Joneses and worried about what people think about them. They worry about what people think about how much money they have, what school they go to, or even worse, what school their kids go to, and on and on and on … I will continue to make content with the hope it breaks someone out of the hamster wheel and that’s that ❤️❤️❤️❤️

Gary Vaynerchuk

19,794 views • 3 months ago

. Dan Bongino explains there are people within the administration working against Trump and his agenda. They are gearing up for their own political runs. That much is clear. He makes a very important point here, why are all the leaks specifically designed to push the narrative that Trump doesn’t control his own administration? That is not a leftist talking point because the left doesn’t care if he controls the administration or not all they care about is dunking on the administration. This is a talking point from the walk right because the woke Wright wants to remake the Republican Party and remake the agenda the way they do that is by pretending like when Trump tells you this is his agenda. He doesn’t really mean it because he’s just not powerful enough to stand up to whoever’s running the show. They say this without an iota of proof, and then they leaked stories that make it more plausible for you to believe that, even though every single one of these stories blows up in their face. Who are the leakers? A lot of people have a lot of great ideas as to who they really are based on the money movement and the campaigns that are being prepared for takeoff as soon as possible for the 2028 election cycle. I have learned this year that politics is the single dirtiest most disgusting game that exists, and the lengths to which people will go will shock you and I am a person who is already jaded about the entire political arena. That being said, this is still the single greatest country in the world, and we have to fight for the agenda that we voted for and not give up.

. Dan Bongino explains there are people within the administration working against Trump and his agenda. They are gearing up for their own political runs. That much is clear. He makes a very important point here, why are all the leaks specifically designed to push the narrative that Trump doesn’t control his own administration? That is not a leftist talking point because the left doesn’t care if he controls the administration or not all they care about is dunking on the administration. This is a talking point from the walk right because the woke Wright wants to remake the Republican Party and remake the agenda the way they do that is by pretending like when Trump tells you this is his agenda. He doesn’t really mean it because he’s just not powerful enough to stand up to whoever’s running the show. They say this without an iota of proof, and then they leaked stories that make it more plausible for you to believe that, even though every single one of these stories blows up in their face. Who are the leakers? A lot of people have a lot of great ideas as to who they really are based on the money movement and the campaigns that are being prepared for takeoff as soon as possible for the 2028 election cycle. I have learned this year that politics is the single dirtiest most disgusting game that exists, and the lengths to which people will go will shock you and I am a person who is already jaded about the entire political arena. That being said, this is still the single greatest country in the world, and we have to fight for the agenda that we voted for and not give up.

Insurrection Barbie

21,260 views • 3 months ago

Dubai didn’t have oil like Saudi Arabia. Didn’t have history like Egypt. Didn’t have size like Turkey. In 1990 it was a fishing village with a port. Today it’s the most visited city on Earth. Here’s what most people get wrong about why: everyone says it’s the money. It’s not the money. Saudi Arabia has more money. Kuwait has more money per capital. Neither built what Dubai built. The real answer is simpler and more uncomfortable for most people to accept. ONE man made a decision. And it happened. Sheikh Mohammed said: we’re building the tallest tower. The biggest airport. The most connected port. The financial hub of the region. And then they just… did it. In democracies, a project like the Dubai Metro takes 15 years of approvals before the first shovel hits the ground. Dubai built 75km of driverless metro in 4 years. That’s pure execution speed. And execution speed is the most underrated competitive advantage in the world. I moved here not for the tax. Either not for the weather. For the energy of a place that still believes big things are possible and then PROVES it every decade. Most cities are managed. Dubai is built. 🇦🇪 ❤️

Dubai didn’t have oil like Saudi Arabia. Didn’t have history like Egypt. Didn’t have size like Turkey. In 1990 it was a fishing village with a port. Today it’s the most visited city on Earth. Here’s what most people get wrong about why: everyone says it’s the money. It’s not the money. Saudi Arabia has more money. Kuwait has more money per capital. Neither built what Dubai built. The real answer is simpler and more uncomfortable for most people to accept. ONE man made a decision. And it happened. Sheikh Mohammed said: we’re building the tallest tower. The biggest airport. The most connected port. The financial hub of the region. And then they just… did it. In democracies, a project like the Dubai Metro takes 15 years of approvals before the first shovel hits the ground. Dubai built 75km of driverless metro in 4 years. That’s pure execution speed. And execution speed is the most underrated competitive advantage in the world. I moved here not for the tax. Either not for the weather. For the energy of a place that still believes big things are possible and then PROVES it every decade. Most cities are managed. Dubai is built. 🇦🇪 ❤️

Ruslan Khairullin

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Jensen Huang just delivered the most important warning no one in Washington is ready to hear. Not about China. About what America is doing to itself. Huang: “We should always have the best technology here. We should always have the most technology here, and the first. But we should also try to compete and win around the world.” Washington heard that and locked onto China. Jensen wasn’t talking about China. He was talking about India. The Middle East. Africa. Southeast Asia. The next two billion people coming online. All of them about to build on somebody’s AI stack. The question was never whether they get the technology. The question is whose name is on it. Huang: “It requires some amount of nuance, some amount of maturity, instead of absolutes. The world is just not absolute.” Washington doesn’t do nuance. Washington does ban lists. Restriction is now the entire American AI strategy. Not deployment. Not adoption. Not global capture. Restriction. As if you win a technology race by refusing to run it. And nobody in Washington understands what happens when you cut somebody off. They don’t stop. They build their own. Every restriction is an invitation to innovate without you. Every ban is a blueprint for independence. Every chip you refuse to sell is a chip someone else learns how to make. You are not slowing competitors down. You are giving them the one thing they never had before. Motivation to never need you again. That is not a hypothetical. That is the pattern. Every single time. Countries that cannot count on American access stop waiting for it. They invest. They recruit. They accelerate. They make breakthroughs they never would have made if Washington had just shown up and competed. You don’t contain progress by withholding it. You pour jet fuel on the one outcome you were trying to prevent. Meanwhile the people making these decisions have never built anything. Not a chip. Not a model. Not a product. Not a company. Bureaucrats writing regulation for an industry they cannot even describe accurately. Committees moving at the speed of subcommittee. And the entire American AI future is being filtered through people whose greatest technological achievement is a shared Google Doc. And here is what no one in that room wants to admit. The United States is not competing against Chinese technology. It is competing against Chinese willingness to show up. While Congress debates which chips to block, Beijing is already on a plane. Signing infrastructure deals across four continents. Not with better hardware. With available hardware. And available has beaten superior in every technology war ever fought. VHS over Betamax. Android over iOS globally. The best product never wins. The most adopted one does. Standards are not products. Standards are dependency. The kind that compounds for generations. Every country running American AI is locked into the American ecosystem permanently. Every country that isn’t belongs to somebody else. And every country America cut off is now building infrastructure designed to ensure it never has to ask again. Huang: “Your policy and what you imagined literally caused the United States to concede the second largest market in the world for no good reason at all.” That is not an opinion. That is the man building the infrastructure of the future telling Washington it is engineering its own irrelevance. The cruelest part is not that America could lose the AI race. It is that America could lose it while being absolutely certain it is winning. Because restriction feels like power. It feels like control. Like dominance. Like you are holding every card. But you are not holding anything. You are just not playing. And every day you sit there writing rules instead of shipping technology, someone else is filling the vacuum you created. History never remembers who built the best technology. Only whose technology the world was already running on when it mattered.

Jensen Huang just delivered the most important warning no one in Washington is ready to hear. Not about China. About what America is doing to itself. Huang: “We should always have the best technology here. We should always have the most technology here, and the first. But we should also try to compete and win around the world.” Washington heard that and locked onto China. Jensen wasn’t talking about China. He was talking about India. The Middle East. Africa. Southeast Asia. The next two billion people coming online. All of them about to build on somebody’s AI stack. The question was never whether they get the technology. The question is whose name is on it. Huang: “It requires some amount of nuance, some amount of maturity, instead of absolutes. The world is just not absolute.” Washington doesn’t do nuance. Washington does ban lists. Restriction is now the entire American AI strategy. Not deployment. Not adoption. Not global capture. Restriction. As if you win a technology race by refusing to run it. And nobody in Washington understands what happens when you cut somebody off. They don’t stop. They build their own. Every restriction is an invitation to innovate without you. Every ban is a blueprint for independence. Every chip you refuse to sell is a chip someone else learns how to make. You are not slowing competitors down. You are giving them the one thing they never had before. Motivation to never need you again. That is not a hypothetical. That is the pattern. Every single time. Countries that cannot count on American access stop waiting for it. They invest. They recruit. They accelerate. They make breakthroughs they never would have made if Washington had just shown up and competed. You don’t contain progress by withholding it. You pour jet fuel on the one outcome you were trying to prevent. Meanwhile the people making these decisions have never built anything. Not a chip. Not a model. Not a product. Not a company. Bureaucrats writing regulation for an industry they cannot even describe accurately. Committees moving at the speed of subcommittee. And the entire American AI future is being filtered through people whose greatest technological achievement is a shared Google Doc. And here is what no one in that room wants to admit. The United States is not competing against Chinese technology. It is competing against Chinese willingness to show up. While Congress debates which chips to block, Beijing is already on a plane. Signing infrastructure deals across four continents. Not with better hardware. With available hardware. And available has beaten superior in every technology war ever fought. VHS over Betamax. Android over iOS globally. The best product never wins. The most adopted one does. Standards are not products. Standards are dependency. The kind that compounds for generations. Every country running American AI is locked into the American ecosystem permanently. Every country that isn’t belongs to somebody else. And every country America cut off is now building infrastructure designed to ensure it never has to ask again. Huang: “Your policy and what you imagined literally caused the United States to concede the second largest market in the world for no good reason at all.” That is not an opinion. That is the man building the infrastructure of the future telling Washington it is engineering its own irrelevance. The cruelest part is not that America could lose the AI race. It is that America could lose it while being absolutely certain it is winning. Because restriction feels like power. It feels like control. Like dominance. Like you are holding every card. But you are not holding anything. You are just not playing. And every day you sit there writing rules instead of shipping technology, someone else is filling the vacuum you created. History never remembers who built the best technology. Only whose technology the world was already running on when it mattered.

Dustin

46,120 views • 3 months ago

This is the correct response to what’s happening to Erika Kirk and what’s happening on the pro-Hamas Eurasianist slop “right.” And if more people have the courage to say this, I’m talking about people who are doing podcasts and who have lots and lots of viewers, we would be in a different place, but because you have a lot of people who are morally bankrupt they remain silent and pretend like that is the high ground. It’s not because your soul is not worth it a check. And if you are silent in the face of evil, that is the same thing as evil itself and God will not hold you blameless. I may not know a lot, but I definitely know that.

This is the correct response to what’s happening to Erika Kirk and what’s happening on the pro-Hamas Eurasianist slop “right.” And if more people have the courage to say this, I’m talking about people who are doing podcasts and who have lots and lots of viewers, we would be in a different place, but because you have a lot of people who are morally bankrupt they remain silent and pretend like that is the high ground. It’s not because your soul is not worth it a check. And if you are silent in the face of evil, that is the same thing as evil itself and God will not hold you blameless. I may not know a lot, but I definitely know that.

Insurrection Barbie

75,426 views • 5 months ago

Elon Musk told a room full of brilliant people they’re the easiest to replace. And proved it in one sentence. Musk: “The most important mistake I see smart people making is assuming that they’re smart.” He’s not questioning your intelligence. He’s warning you it’s what will bury you. Not because it’s fake. Because you mistook having it for being it. The moment intelligence becomes identity, it stops sharpening. It starts defending. And a trait that only defends itself has a shelf life. Kasparov. Greatest chess mind that ever lived. Deep Blue crushed him in 1997. Nobody grieved. They reclassified. “Chess isn’t real intelligence.” Language. Reasoning. Strategy. Every line crossed. Every line redrawn. Musk: “We just keep moving the goalposts.” That’s not critical thinking. That’s a species protecting its ego in real time. And the people doing it the hardest are the ones most sure they’re above it. Elon’s not warning you about machines. He’s warning you about what you’ll become while pretending they don’t matter. The smartest people alive aren’t being outperformed. They’re being outlasted by the one thing they refuse to respect. The machine doesn’t need to be smarter than you. It just needs you to keep believing you’re smarter than it. And your identity will make sure you do.

Elon Musk told a room full of brilliant people they’re the easiest to replace. And proved it in one sentence. Musk: “The most important mistake I see smart people making is assuming that they’re smart.” He’s not questioning your intelligence. He’s warning you it’s what will bury you. Not because it’s fake. Because you mistook having it for being it. The moment intelligence becomes identity, it stops sharpening. It starts defending. And a trait that only defends itself has a shelf life. Kasparov. Greatest chess mind that ever lived. Deep Blue crushed him in 1997. Nobody grieved. They reclassified. “Chess isn’t real intelligence.” Language. Reasoning. Strategy. Every line crossed. Every line redrawn. Musk: “We just keep moving the goalposts.” That’s not critical thinking. That’s a species protecting its ego in real time. And the people doing it the hardest are the ones most sure they’re above it. Elon’s not warning you about machines. He’s warning you about what you’ll become while pretending they don’t matter. The smartest people alive aren’t being outperformed. They’re being outlasted by the one thing they refuse to respect. The machine doesn’t need to be smarter than you. It just needs you to keep believing you’re smarter than it. And your identity will make sure you do.

Dustin

125,331 views • 1 month ago

Jensen Huang just told you who is winning the most important race on Earth. For fifty years, America held an unchallenged monopoly on the future. We built the transistor. We launched the internet. We wrote the source code for the modern world. Then the man who builds the physical backbone of every AI system on the planet read the score out loud. Huang: “50% of the world’s AI researchers are Chinese.” Half the minds building what comes next are not ours. Huang: “70% of last year’s AI patents are published by China.” Seven out of every ten blueprints for the next era are being written in Mandarin. Huang: “Nine out of the ten top science and technology schools in the world are now in China.” The talent pipeline did not slow down. It reversed direction. Huang: “We used to lead most of them; now they lead most of them. This has completely flipped in the last half to a decade.” Fifty years of American intellectual supremacy. Inverted in less than ten. This is not a rivalry between OpenAI and DeepSeek. This is not a stock ticker or a quarterly earnings call. This is the largest transfer of civilizational power in the modern era. And it is happening while the West drafts safety frameworks and fills out compliance paperwork. Huang: “They have a large population of highly qualified students. They work incredibly hard. This is a country with an enormous might.” China does not treat AI like a product category. They treat it as the single variable that decides who writes the rules for the next century. The West keeps asking what AI should be allowed to do. China keeps asking how fast they can build it. That gap is not philosophical. It is existential. This is not a left fight. This is not a right fight. This is a survival fight. And right now, America is not fighting it like one. The nation that controls the talent controls the research. The nation that controls the research controls the models. The nation that controls the models does not ask permission. It sets the terms. History never remembers the civilization with the better safety committee. It remembers the one that refused to stop building.

Jensen Huang just told you who is winning the most important race on Earth. For fifty years, America held an unchallenged monopoly on the future. We built the transistor. We launched the internet. We wrote the source code for the modern world. Then the man who builds the physical backbone of every AI system on the planet read the score out loud. Huang: “50% of the world’s AI researchers are Chinese.” Half the minds building what comes next are not ours. Huang: “70% of last year’s AI patents are published by China.” Seven out of every ten blueprints for the next era are being written in Mandarin. Huang: “Nine out of the ten top science and technology schools in the world are now in China.” The talent pipeline did not slow down. It reversed direction. Huang: “We used to lead most of them; now they lead most of them. This has completely flipped in the last half to a decade.” Fifty years of American intellectual supremacy. Inverted in less than ten. This is not a rivalry between OpenAI and DeepSeek. This is not a stock ticker or a quarterly earnings call. This is the largest transfer of civilizational power in the modern era. And it is happening while the West drafts safety frameworks and fills out compliance paperwork. Huang: “They have a large population of highly qualified students. They work incredibly hard. This is a country with an enormous might.” China does not treat AI like a product category. They treat it as the single variable that decides who writes the rules for the next century. The West keeps asking what AI should be allowed to do. China keeps asking how fast they can build it. That gap is not philosophical. It is existential. This is not a left fight. This is not a right fight. This is a survival fight. And right now, America is not fighting it like one. The nation that controls the talent controls the research. The nation that controls the research controls the models. The nation that controls the models does not ask permission. It sets the terms. History never remembers the civilization with the better safety committee. It remembers the one that refused to stop building.

Dustin

57,595 views • 3 months ago

Jeff Bezos built a trillion dollar company on infrastructure paid for by people who went bankrupt. And he just explained why it’s about to happen again with AI. In the 1990s, companies poured billions into laying fiber optic cable across the planet. Every one of them went broke. Bezos: “All of that fiber optic cable that got laid, and by the way, the companies who laid all that cable went out of business.” They died. The cable stayed. And it became the foundation of everything that followed. Now it’s happening again. Six people. No product. They started yesterday. $20 billion valuation. Bezos: “Investors don’t usually give a team of 6 people a couple of billion dollars with no product. It’s rare. And that’s happening today.” Everyone sees this and screams bubble. Bezos sees the same thing and recognizes something older. There are two kinds of bubbles. A financial bubble, like 2008, is pure destruction. Capital vanishes. Society inherits the crater. An industrial bubble runs on entirely different logic. Bezos: “This is a kind of industrial bubble, as opposed to financial bubbles.” The 90s biotech boom burned through billions. Stocks collapsed. Companies disappeared. The drugs they created are still saving lives today. Bezos: “As a group, they all lost money. But we did get a couple of life saving drugs.” The investors lose. The inventions remain. Every single time. Most AI companies being funded right now won’t exist in five years. The people writing the checks already know it. They are not confused. They are not reckless. They are financing infrastructure the entire world will inherit. Bezos: “The benefits to society from AI are going to be gigantic.” 25 years ago, no one could have predicted what the internet would become. Least of all the people who laid the cable. They went broke before the world they built ever switched on. The AI bubble is not a sign that something has gone wrong. It is how civilization has always financed things too large for any rational person to justify. Every piece of technology you use without thinking was once someone’s life savings disappearing in real time. That is what a successful bubble looks like from the other side. You stop seeing it. It just becomes the world. The system only works because the builders believe they will be the exception. If they ever saw the pattern clearly, they would stop. And the future would stop arriving. Progress does not run on genius. It runs on brilliant people being catastrophically, necessarily wrong. The people who build the future have never been the ones who get to live in it. That is not a flaw in the system. That is the system.

Jeff Bezos built a trillion dollar company on infrastructure paid for by people who went bankrupt. And he just explained why it’s about to happen again with AI. In the 1990s, companies poured billions into laying fiber optic cable across the planet. Every one of them went broke. Bezos: “All of that fiber optic cable that got laid, and by the way, the companies who laid all that cable went out of business.” They died. The cable stayed. And it became the foundation of everything that followed. Now it’s happening again. Six people. No product. They started yesterday. $20 billion valuation. Bezos: “Investors don’t usually give a team of 6 people a couple of billion dollars with no product. It’s rare. And that’s happening today.” Everyone sees this and screams bubble. Bezos sees the same thing and recognizes something older. There are two kinds of bubbles. A financial bubble, like 2008, is pure destruction. Capital vanishes. Society inherits the crater. An industrial bubble runs on entirely different logic. Bezos: “This is a kind of industrial bubble, as opposed to financial bubbles.” The 90s biotech boom burned through billions. Stocks collapsed. Companies disappeared. The drugs they created are still saving lives today. Bezos: “As a group, they all lost money. But we did get a couple of life saving drugs.” The investors lose. The inventions remain. Every single time. Most AI companies being funded right now won’t exist in five years. The people writing the checks already know it. They are not confused. They are not reckless. They are financing infrastructure the entire world will inherit. Bezos: “The benefits to society from AI are going to be gigantic.” 25 years ago, no one could have predicted what the internet would become. Least of all the people who laid the cable. They went broke before the world they built ever switched on. The AI bubble is not a sign that something has gone wrong. It is how civilization has always financed things too large for any rational person to justify. Every piece of technology you use without thinking was once someone’s life savings disappearing in real time. That is what a successful bubble looks like from the other side. You stop seeing it. It just becomes the world. The system only works because the builders believe they will be the exception. If they ever saw the pattern clearly, they would stop. And the future would stop arriving. Progress does not run on genius. It runs on brilliant people being catastrophically, necessarily wrong. The people who build the future have never been the ones who get to live in it. That is not a flaw in the system. That is the system.

Dustin

84,842 views • 26 days ago

$Chamath Palihapitiya just said what Silicon Valley is terrified to say out loud. On Joe Rogan. To millions of people. Without flinching. Chamath: “The only person that we can trust is Elon.” Not whispered at a dinner party. Not buried in a podcast nobody listens to. Said on the record. Full weight behind it. And then he told you why. Chamath: “I feel like he’s the least corruptible. He’s the most independent thinking. And I think he’s the one that has an actual empathy for people.” One of the sharpest capital allocators in Silicon Valley history looked at every founder building AI. Every single one. And chose the one the media spends the most energy telling you to hate. That alone should stop you cold. Chamath: “Then there are folks where there’s just an insane profit motive.” He’s talking about OpenAI. He’s talking about Google. He’s talking about companies that swallowed billions from Wall Street and now answer to shareholders before they answer to humanity. Chamath: “They’re less in control of the businesses that they run.” The people building the most powerful technology in human history do not control their own companies. Their boards do. Their investors do. Their liquidation preferences do. And these are the ones we’re trusting with superintelligence. Chamath: “He’s like, I need to get to Mars.” This is the fracture line nobody wants to touch. Every other AI founder is optimizing for the next earnings call. The next funding round. The next quarterly number that keeps the machine fed. Elon is optimizing for the next planet. One group builds to satisfy investors. The other builds to survive as a species. Those aren’t different strategies. Those are different operating systems running on different hardware. And it changes everything about how you build. When your time horizon is 90 days, you cut corners. You monetize behavior. You trade safety for speed because the board needs a number by Friday. When your time horizon is interplanetary, you can’t afford a single shortcut. Because shortcuts don’t survive launch. Chamath: “Where is this going to end up?” The only question that matters. And nobody in power wants you asking it. Because the answer comes down to who gets there first. If it’s a company owned by Wall Street, superintelligence becomes the most sophisticated extraction engine ever built. Every decision optimized. Every behavior predicted. Every market captured. Not for you. For the balance sheet. If it’s someone who can’t be bought, pressured, or voted out by a board of directors, there’s at least a chance it bends toward something bigger than quarterly revenue. History never remembers who built the most powerful technology. It remembers who controlled it. And what they used it for. The only founder in AI who cannot be fired by a board, leveraged by an investor, or replaced by a shareholder vote is the one they spend the most energy telling you not to trust. Ask yourself why.$

Chamath Palihapitiya just said what Silicon Valley is terrified to say out loud. On Joe Rogan. To millions of people. Without flinching. Chamath: “The only person that we can trust is Elon.” Not whispered at a dinner party. Not buried in a podcast nobody listens to. Said on the record. Full weight behind it. And then he told you why. Chamath: “I feel like he’s the least corruptible. He’s the most independent thinking. And I think he’s the one that has an actual empathy for people.” One of the sharpest capital allocators in Silicon Valley history looked at every founder building AI. Every single one. And chose the one the media spends the most energy telling you to hate. That alone should stop you cold. Chamath: “Then there are folks where there’s just an insane profit motive.” He’s talking about OpenAI. He’s talking about Google. He’s talking about companies that swallowed billions from Wall Street and now answer to shareholders before they answer to humanity. Chamath: “They’re less in control of the businesses that they run.” The people building the most powerful technology in human history do not control their own companies. Their boards do. Their investors do. Their liquidation preferences do. And these are the ones we’re trusting with superintelligence. Chamath: “He’s like, I need to get to Mars.” This is the fracture line nobody wants to touch. Every other AI founder is optimizing for the next earnings call. The next funding round. The next quarterly number that keeps the machine fed. Elon is optimizing for the next planet. One group builds to satisfy investors. The other builds to survive as a species. Those aren’t different strategies. Those are different operating systems running on different hardware. And it changes everything about how you build. When your time horizon is 90 days, you cut corners. You monetize behavior. You trade safety for speed because the board needs a number by Friday. When your time horizon is interplanetary, you can’t afford a single shortcut. Because shortcuts don’t survive launch. Chamath: “Where is this going to end up?” The only question that matters. And nobody in power wants you asking it. Because the answer comes down to who gets there first. If it’s a company owned by Wall Street, superintelligence becomes the most sophisticated extraction engine ever built. Every decision optimized. Every behavior predicted. Every market captured. Not for you. For the balance sheet. If it’s someone who can’t be bought, pressured, or voted out by a board of directors, there’s at least a chance it bends toward something bigger than quarterly revenue. History never remembers who built the most powerful technology. It remembers who controlled it. And what they used it for. The only founder in AI who cannot be fired by a board, leveraged by an investor, or replaced by a shareholder vote is the one they spend the most energy telling you not to trust. Ask yourself why.

Dustin

143,375 views • 3 months ago

Larry Ellison just told every software engineer on Earth their job description is dead. Not evolving. Dead. Ellison: “The code that Oracle is writing, Oracle isn’t writing. Our AI models are writing.” This is not a startup demo. This is one of the largest infrastructure monopolies on the planet telling you it already replaced the people who built it. For fifty years, building software meant translating human intent into machine instructions. Line by line. Bug by bug. Sprint by sprint. That entire layer is gone. Ellison: “We don’t write the procedure. We declare our intent.” That sentence just made the entire engineering labor market flinch. The procedure was the job. The procedure was the paycheck. The procedure was what made a developer valuable. And now the machine does it without being asked twice. Ellison: “We just tell the model what we want the program to do, and then the AI comes up with a step-by-step process to actually do it.” You are no longer paid to build. You are paid to think. And most organizations have no idea how to evaluate that. The companies still hiring armies of developers to grind through codebases are paying salaries the machine already made worthless. Not in years. In seconds. When a company worth hundreds of billions hands the keyboard to the machine and tells you the output is better, the debate is not winding down. The debate is over. The enterprise that wins this decade does not write the best code. It removes the human from the process entirely and runs on intent alone. The programmers who survive are the ones who realize the craft is no longer typing. It is architecture. It is judgment. It is knowing what to build and why. Everything else now belongs to the machine. And the machine does not negotiate severance.

Larry Ellison just told every software engineer on Earth their job description is dead. Not evolving. Dead. Ellison: “The code that Oracle is writing, Oracle isn’t writing. Our AI models are writing.” This is not a startup demo. This is one of the largest infrastructure monopolies on the planet telling you it already replaced the people who built it. For fifty years, building software meant translating human intent into machine instructions. Line by line. Bug by bug. Sprint by sprint. That entire layer is gone. Ellison: “We don’t write the procedure. We declare our intent.” That sentence just made the entire engineering labor market flinch. The procedure was the job. The procedure was the paycheck. The procedure was what made a developer valuable. And now the machine does it without being asked twice. Ellison: “We just tell the model what we want the program to do, and then the AI comes up with a step-by-step process to actually do it.” You are no longer paid to build. You are paid to think. And most organizations have no idea how to evaluate that. The companies still hiring armies of developers to grind through codebases are paying salaries the machine already made worthless. Not in years. In seconds. When a company worth hundreds of billions hands the keyboard to the machine and tells you the output is better, the debate is not winding down. The debate is over. The enterprise that wins this decade does not write the best code. It removes the human from the process entirely and runs on intent alone. The programmers who survive are the ones who realize the craft is no longer typing. It is architecture. It is judgment. It is knowing what to build and why. Everything else now belongs to the machine. And the machine does not negotiate severance.

Dustin

535,724 views • 4 months ago

Elon Musk just explained why the most important AI company on Earth might be a rocket company. The human brain is 2% of body mass. It burns 20% of the body’s total energy. Intelligence has always been an energy problem disguised as an information problem. The entire tech industry missed this. Musk: “Those who have lived in software land don’t realize that they’re about to have a hard lesson in hardware.” Every new model is hungrier than the last. Every training run devours more electricity than the one before. The grid was not built for this. Utility companies move at geological speed. Interconnection takes years. Permitting takes years. Construction takes years. AI moves in months. Musk: “You’re going to hit the wall big time on power generation. They already are.” The obvious answer is private power plants next to data centers. Musk: “Where do you get the power plants? Where do you get the power plants from?” You cannot will a turbine into existence with venture capital. Every atom on Earth is bound by friction, gravity, and regulation. Most people stare at this wall and see the ceiling on intelligence. They are looking in the wrong direction. In orbit there is no night. No clouds. No seasons. No permitting. No grid. Unfiltered solar energy feeding silicon every hour of every day. Musk: “It’s 10 times cheaper because you don’t need any batteries.” That single number rewrites the entire economics of intelligence. Musk: “The moment your cost of access to space becomes low, by far the cheapest and most scalable way to generate tokens is space.” SpaceX is not a rocket company. It is quietly becoming the most important energy infrastructure play on the planet. Starship is not about Mars. It is about making orbit so cheap that building on the ground becomes the irrational choice. Every major leap in intelligence followed the same pattern. Not a smarter algorithm. A bigger energy source. Fire grew the human brain. Fossil fuels built the computer. The next source isn’t on this planet. The ceiling on intelligence was never artificial. It was always gravitational. The future will not be decided by who builds the best model. It will be decided by who builds the cheapest rocket.

Elon Musk just explained why the most important AI company on Earth might be a rocket company. The human brain is 2% of body mass. It burns 20% of the body’s total energy. Intelligence has always been an energy problem disguised as an information problem. The entire tech industry missed this. Musk: “Those who have lived in software land don’t realize that they’re about to have a hard lesson in hardware.” Every new model is hungrier than the last. Every training run devours more electricity than the one before. The grid was not built for this. Utility companies move at geological speed. Interconnection takes years. Permitting takes years. Construction takes years. AI moves in months. Musk: “You’re going to hit the wall big time on power generation. They already are.” The obvious answer is private power plants next to data centers. Musk: “Where do you get the power plants? Where do you get the power plants from?” You cannot will a turbine into existence with venture capital. Every atom on Earth is bound by friction, gravity, and regulation. Most people stare at this wall and see the ceiling on intelligence. They are looking in the wrong direction. In orbit there is no night. No clouds. No seasons. No permitting. No grid. Unfiltered solar energy feeding silicon every hour of every day. Musk: “It’s 10 times cheaper because you don’t need any batteries.” That single number rewrites the entire economics of intelligence. Musk: “The moment your cost of access to space becomes low, by far the cheapest and most scalable way to generate tokens is space.” SpaceX is not a rocket company. It is quietly becoming the most important energy infrastructure play on the planet. Starship is not about Mars. It is about making orbit so cheap that building on the ground becomes the irrational choice. Every major leap in intelligence followed the same pattern. Not a smarter algorithm. A bigger energy source. Fire grew the human brain. Fossil fuels built the computer. The next source isn’t on this planet. The ceiling on intelligence was never artificial. It was always gravitational. The future will not be decided by who builds the best model. It will be decided by who builds the cheapest rocket.

Dustin

50,222 views • 1 month ago

Listen carefully. This is not speculation. Elon Musk, Mustafa Suleyman from Microsoft, and Dario Amodei from Anthropic are not giving opinions. They are ANNOUNCING THE END OF THE WORLD AS MOST PEOPLE KNOW IT. What they are openly saying is this: Within the next 12 TO 18 MONTHS, AI will completely take over most white-collar jobs. Coding, law, accounting, finance, writing, design, analysis, customer service almost everything that educated people do to earn a living will be done better and cheaper by AI. This is not “some jobs will be lost.” This is MASS HUMAN OBSOLESCENCE. Millions of people are about to wake up one day and discover that their skills, their degrees, their experience… are suddenly worthless. There will be no jobs for them. Not fewer jobs. NO JOBS. The harsher truth nobody wants to hear: The elite class has already accepted that they no longer need most human beings to run the economy. Once AI and robots can do the work, the average person becomes an expensive liability. They are openly preparing for a future where the majority of humans have no economic value whatsoever. This is why you’re hearing them talk about Universal Basic Income. It’s not charity, it’s a leash. A way to feed and control a population that has been made economically useless. People are still making reels, scrolling, showing off, and living in total delusion while the ground beneath their feet is being destroyed. They have no idea that their entire way of life is about to be erased in the next 1 to 2 years. This is not “technological change.” This is the deliberate replacement of human beings in the economic system. The machine doesn’t need you anymore. And the people who control the machine just told you that in plain English.

Listen carefully. This is not speculation. Elon Musk, Mustafa Suleyman from Microsoft, and Dario Amodei from Anthropic are not giving opinions. They are ANNOUNCING THE END OF THE WORLD AS MOST PEOPLE KNOW IT. What they are openly saying is this: Within the next 12 TO 18 MONTHS, AI will completely take over most white-collar jobs. Coding, law, accounting, finance, writing, design, analysis, customer service almost everything that educated people do to earn a living will be done better and cheaper by AI. This is not “some jobs will be lost.” This is MASS HUMAN OBSOLESCENCE. Millions of people are about to wake up one day and discover that their skills, their degrees, their experience… are suddenly worthless. There will be no jobs for them. Not fewer jobs. NO JOBS. The harsher truth nobody wants to hear: The elite class has already accepted that they no longer need most human beings to run the economy. Once AI and robots can do the work, the average person becomes an expensive liability. They are openly preparing for a future where the majority of humans have no economic value whatsoever. This is why you’re hearing them talk about Universal Basic Income. It’s not charity, it’s a leash. A way to feed and control a population that has been made economically useless. People are still making reels, scrolling, showing off, and living in total delusion while the ground beneath their feet is being destroyed. They have no idea that their entire way of life is about to be erased in the next 1 to 2 years. This is not “technological change.” This is the deliberate replacement of human beings in the economic system. The machine doesn’t need you anymore. And the people who control the machine just told you that in plain English.

Aprajita Nafs Nefes 🦋 Ancient Believer

126,457 views • 2 months ago

No medical school in the world is teaching this. So no matter how many degrees they have or how smart they think they are, every doctor in the conventional system starts from the same false premise: that you are a bag of illness, that your life is always at risk, and that they are the ones keeping you alive. That is not the truth about the human body. God has been choreographing a delicate dance since the dawn of man. There are millions of bacteria and viruses on your hands right now as you sit there. Millions. And in all of human history, not one of them has risen up and wiped us out. Not one. Because the body knows what it is doing. And yet somehow we decided we were smart enough to eliminate 17 of those viruses from existence, and while we were at it we would inject aluminum, mercury, polysorbate 80, fatty lipids, mRNA, and God knows what else directly into the bloodstreams of our children. And we would wear masks. And we would do all of this on the advice of the most educated people in the room. Who told you that you needed any of this? The same people who never once stopped to ask whether the most sophisticated biological system ever created might already know something they don't.

No medical school in the world is teaching this. So no matter how many degrees they have or how smart they think they are, every doctor in the conventional system starts from the same false premise: that you are a bag of illness, that your life is always at risk, and that they are the ones keeping you alive. That is not the truth about the human body. God has been choreographing a delicate dance since the dawn of man. There are millions of bacteria and viruses on your hands right now as you sit there. Millions. And in all of human history, not one of them has risen up and wiped us out. Not one. Because the body knows what it is doing. And yet somehow we decided we were smart enough to eliminate 17 of those viruses from existence, and while we were at it we would inject aluminum, mercury, polysorbate 80, fatty lipids, mRNA, and God knows what else directly into the bloodstreams of our children. And we would wear masks. And we would do all of this on the advice of the most educated people in the room. Who told you that you needed any of this? The same people who never once stopped to ask whether the most sophisticated biological system ever created might already know something they don't.

Del Bigtree

107,493 views • 4 months ago

Meiselas: Trump is literally a parody in the most extreme sense of the creature boogeymen that MAGA created to go after Democrats. He’s quite literally all of it. He covers up the pedo ring. The cabal is in the Oval Office. He’s close to Epstein. He starts wars everywhere. He uses government to quite literally tread on people. Masked agents going through states and terrorizing people. He says that he’s not for you having permits or licenses to carry your guns. He’s against free speech in the most obvious and authoritarian sense. You literally go through everything, and he is the most extreme example of the thing that they claimed this is what he was going to do to stop those people. But it’s important to note that that’s literally the way authoritarianism works. You know, the quote about the devil’s greatest trick is making you believe he never existed. The authoritarian’s greatest trick is to convince you that the authoritarian is the person who is out there to stop the authoritarians, and that’s how they get into power. They have a sixth sense of people’s fears and desires, and they know how to prey on them because they are a predator class. And that’s exactly what Trump and this entire regime is.

Meiselas: Trump is literally a parody in the most extreme sense of the creature boogeymen that MAGA created to go after Democrats. He’s quite literally all of it. He covers up the pedo ring. The cabal is in the Oval Office. He’s close to Epstein. He starts wars everywhere. He uses government to quite literally tread on people. Masked agents going through states and terrorizing people. He says that he’s not for you having permits or licenses to carry your guns. He’s against free speech in the most obvious and authoritarian sense. You literally go through everything, and he is the most extreme example of the thing that they claimed this is what he was going to do to stop those people. But it’s important to note that that’s literally the way authoritarianism works. You know, the quote about the devil’s greatest trick is making you believe he never existed. The authoritarian’s greatest trick is to convince you that the authoritarian is the person who is out there to stop the authoritarians, and that’s how they get into power. They have a sixth sense of people’s fears and desires, and they know how to prey on them because they are a predator class. And that’s exactly what Trump and this entire regime is.

MeidasTouch

175,987 views • 5 months ago

This is very dark. Assistant AG for National Fraud Enforcement Colin McDonald just laid bare the truly evil side of the fraud the government is now waging war against. MCDONALD: “It’s really the worst of the worst kind of conduct that we encounter, which is people who prey on the elderly, the sick, and the needy.” “They take their money but they also steal their identities.” “They steal their personal information to make it appear as though those sick and needy and elderly are, in fact, their patients and then they bill the taxpayer for services that they do not render to those patients.” “It’s very egregious conduct. These are not paperwork crimes that we are after.” “These are crimes that affect our communities, that affect the most vulnerable among us.” “And that’s what we are devoted, more now than ever before, to solving and to stamping out.” The Trump administration is going after the predators who exploit America’s most vulnerable.

This is very dark. Assistant AG for National Fraud Enforcement Colin McDonald just laid bare the truly evil side of the fraud the government is now waging war against. MCDONALD: “It’s really the worst of the worst kind of conduct that we encounter, which is people who prey on the elderly, the sick, and the needy.” “They take their money but they also steal their identities.” “They steal their personal information to make it appear as though those sick and needy and elderly are, in fact, their patients and then they bill the taxpayer for services that they do not render to those patients.” “It’s very egregious conduct. These are not paperwork crimes that we are after.” “These are crimes that affect our communities, that affect the most vulnerable among us.” “And that’s what we are devoted, more now than ever before, to solving and to stamping out.” The Trump administration is going after the predators who exploit America’s most vulnerable.

Overton

31,770 views • 2 months ago

Larry Ellison just exposed the most important power shift happening on Earth right now. And it has nothing to do with money. Ellison: “Me and Elon begging Jensen for GPUs, ‘Please take our money. We need you to take more of our money, please.’” When the wealthiest men alive are sitting at a dinner table begging a supplier to accept their billions, something fundamental has changed. Fiat currency is no longer the apex asset. Compute is. The global economy is currently bottlenecked by a single piece of silicon. You can have infinite capital. If you cannot convert it into raw compute, you are mathematically locked out of the future. That is not a metaphor. That is the operating reality of 2025. Ellison: “The demand for GPUs, the desire to be first, the desire to build the most capable neural network in the world.” The board is not constrained by finance. It is constrained by physics. And the entities that secure the hardware first dictate the absolute ceiling of human capability. Ellison: “Getting there first is a big deal. Whether it’s getting there first in self-driving, or there first in reading cancer biopsy slides, getting there first synthesizing video and making movies.” If your model solves autonomous navigation or cancer detection six months before your adversary, you do not capture market share. You permanently overwrite the board. The models that arrive second do not become competitors. They become irrelevant. Ellison: “The guys who are in this race are very smart, and they understand they need to be best at something. They’d like to be first.” This is not casual investment. This is desperate acquisition of the only resource that determines who builds the next version of civilization. The most powerful geopolitical alliance on Earth is no longer between sovereign nations. It is between the architects of intelligence and the manufacturers of silicon. Ellison: “By 2029, I can guarantee you AI is not gonna be the problem. Because the simple phrase, the race goes on.” They are not building products. They are building the engine of the new world. And they refuse to be second.

Larry Ellison just exposed the most important power shift happening on Earth right now. And it has nothing to do with money. Ellison: “Me and Elon begging Jensen for GPUs, ‘Please take our money. We need you to take more of our money, please.’” When the wealthiest men alive are sitting at a dinner table begging a supplier to accept their billions, something fundamental has changed. Fiat currency is no longer the apex asset. Compute is. The global economy is currently bottlenecked by a single piece of silicon. You can have infinite capital. If you cannot convert it into raw compute, you are mathematically locked out of the future. That is not a metaphor. That is the operating reality of 2025. Ellison: “The demand for GPUs, the desire to be first, the desire to build the most capable neural network in the world.” The board is not constrained by finance. It is constrained by physics. And the entities that secure the hardware first dictate the absolute ceiling of human capability. Ellison: “Getting there first is a big deal. Whether it’s getting there first in self-driving, or there first in reading cancer biopsy slides, getting there first synthesizing video and making movies.” If your model solves autonomous navigation or cancer detection six months before your adversary, you do not capture market share. You permanently overwrite the board. The models that arrive second do not become competitors. They become irrelevant. Ellison: “The guys who are in this race are very smart, and they understand they need to be best at something. They’d like to be first.” This is not casual investment. This is desperate acquisition of the only resource that determines who builds the next version of civilization. The most powerful geopolitical alliance on Earth is no longer between sovereign nations. It is between the architects of intelligence and the manufacturers of silicon. Ellison: “By 2029, I can guarantee you AI is not gonna be the problem. Because the simple phrase, the race goes on.” They are not building products. They are building the engine of the new world. And they refuse to be second.

Dustin

267,085 views • 5 months ago

Marc Andreessen just incinerated 80 years of skepticism in under three minutes. Andreessen: “The four most dangerous words in investing are ‘this time is different.’” He’s talking about AI. And he’s about to detonate that phrase from the inside. For eight decades, artificial intelligence followed the same brutal script. Hype builds. Money floods in. The technology fails to deliver. The entire field collapses. In 1943, the first neural network paper proved mathematical models of brain cells could perform any logical computation. Revolutionary on paper. Dead on arrival. In 1956, scientists secured a grant to spend ten weeks at Dartmouth believing they could build AGI by the end of summer. They did not. In the 1980s, corporations poured over a billion dollars into “expert systems” designed to replicate human decision-making. By 1987, the entire market cratered. In 2016, machine learning hype surged again. Faded within months. Four waves. Four collapses. Same result every single time. The skeptics aren’t guessing. History is entirely on their side. Every generation of investors who believed “this time is different” got buried. But Andreessen isn’t finished. Andreessen: “I’ll tell you what’s different. Like, now it’s working.” That sentence sounds simple. It is the most consequential sentence in technology right now. AI didn’t make one breakthrough. It made four. Back to back. In the same window. Language models. Reasoning. Coding agents. Self-improvement. Every single one generating revenue in production right now. Not a demo. Not a research paper. Not a promise. Deployed infrastructure producing billions in real output today. Then the Linus Torvalds moment. Andreessen: “If Linus Torvalds is saying that the AI coding is now better than he is… that’s never happened before. And so now we know that it’s going to sweep through coding.” The man who built the operating system running most of the internet just admitted the machine writes better code than he does. That is not a marketing claim. That is surrender. And coding is the hardest test case. If AI can outperform the best human coder alive, everything downstream is already decided. Medicine. Law. Finance. Engineering. All derivatives. But the part that should unsettle you is the fourth breakthrough. Recursive self-improvement. The machine is no longer waiting for human engineers to upgrade it. It is researching, coding, and optimizing itself. The pace of improvement just decoupled from human biology entirely. And the hardware market is confirming something that has never happened in computing. Hardware is supposed to lose value the second it ships. Nvidia’s old chips are gaining value. Used silicon is appreciating like waterfront property. Every GPU on earth is sold out for the next three to four years. That is not a bubble. That is a structural shift in what the world physically needs to function. Andreessen: “I’m jumping out of my shoes. Like this is it. Like this is the culmination of 80 years worth of work and this is the time it’s becoming real.” Eighty years. Researchers spent entire careers chasing this problem and died before seeing it solved. Generations of scientists poured their finite lives into a theory that kept collapsing under its own promise. And now all four pieces arrived at once. The people calling this a bubble are running the same playbook that was correct every other time. But every other time, the technology wasn’t working. This time it is. For eighty years, “this time is different” buried everyone who believed it. This is the first time it buries everyone who doesn’t.

Marc Andreessen just incinerated 80 years of skepticism in under three minutes. Andreessen: “The four most dangerous words in investing are ‘this time is different.’” He’s talking about AI. And he’s about to detonate that phrase from the inside. For eight decades, artificial intelligence followed the same brutal script. Hype builds. Money floods in. The technology fails to deliver. The entire field collapses. In 1943, the first neural network paper proved mathematical models of brain cells could perform any logical computation. Revolutionary on paper. Dead on arrival. In 1956, scientists secured a grant to spend ten weeks at Dartmouth believing they could build AGI by the end of summer. They did not. In the 1980s, corporations poured over a billion dollars into “expert systems” designed to replicate human decision-making. By 1987, the entire market cratered. In 2016, machine learning hype surged again. Faded within months. Four waves. Four collapses. Same result every single time. The skeptics aren’t guessing. History is entirely on their side. Every generation of investors who believed “this time is different” got buried. But Andreessen isn’t finished. Andreessen: “I’ll tell you what’s different. Like, now it’s working.” That sentence sounds simple. It is the most consequential sentence in technology right now. AI didn’t make one breakthrough. It made four. Back to back. In the same window. Language models. Reasoning. Coding agents. Self-improvement. Every single one generating revenue in production right now. Not a demo. Not a research paper. Not a promise. Deployed infrastructure producing billions in real output today. Then the Linus Torvalds moment. Andreessen: “If Linus Torvalds is saying that the AI coding is now better than he is… that’s never happened before. And so now we know that it’s going to sweep through coding.” The man who built the operating system running most of the internet just admitted the machine writes better code than he does. That is not a marketing claim. That is surrender. And coding is the hardest test case. If AI can outperform the best human coder alive, everything downstream is already decided. Medicine. Law. Finance. Engineering. All derivatives. But the part that should unsettle you is the fourth breakthrough. Recursive self-improvement. The machine is no longer waiting for human engineers to upgrade it. It is researching, coding, and optimizing itself. The pace of improvement just decoupled from human biology entirely. And the hardware market is confirming something that has never happened in computing. Hardware is supposed to lose value the second it ships. Nvidia’s old chips are gaining value. Used silicon is appreciating like waterfront property. Every GPU on earth is sold out for the next three to four years. That is not a bubble. That is a structural shift in what the world physically needs to function. Andreessen: “I’m jumping out of my shoes. Like this is it. Like this is the culmination of 80 years worth of work and this is the time it’s becoming real.” Eighty years. Researchers spent entire careers chasing this problem and died before seeing it solved. Generations of scientists poured their finite lives into a theory that kept collapsing under its own promise. And now all four pieces arrived at once. The people calling this a bubble are running the same playbook that was correct every other time. But every other time, the technology wasn’t working. This time it is. For eighty years, “this time is different” buried everyone who believed it. This is the first time it buries everyone who doesn’t.

Dustin

18,103 views • 4 months ago

OUTSTANDING answer from Secretary Marco Rubio on the Iranian regime vs. the Iranian people: “[T]his regime is not — guys, I know I’ve said this — I think I said this in my hearing before the Senate when I got confirmed, I don’t know of any country in the world where there’s a bigger difference between the people and the people who run the country, okay? This country is run by radical Shia clerics, and that’s not what Iran and the Iranian people are. Now, they may be Shia, but they’re not radicals and they’re not clerics. And they just want a normal life and a regular life. And, in many ways, a very cosmopolitan country with a with an incredible history, incredible history, an incredible legacy and the like. So, there’s this huge divide between the people of Iran whom we sympathize with and who the President sympathize with, because they’re the ones suffering. Look, the world is a victim of Iran, okay? The world is a victim of Iran because they’re terrorists, because of what they’re doing now on the Straits. But the people of Iran are daily victims of the regime. And the president has deep sympathy for what they’re going through. And I think he’s just expressing that sympathy and that frustration that they don’t have the ability to do more to get rid of this regime that has crushed this country and isolated it from the world, which is a country that shouldn’t be isolated from the world because its people are phenomenal.”

OUTSTANDING answer from Secretary Marco Rubio on the Iranian regime vs. the Iranian people: “[T]his regime is not — guys, I know I’ve said this — I think I said this in my hearing before the Senate when I got confirmed, I don’t know of any country in the world where there’s a bigger difference between the people and the people who run the country, okay? This country is run by radical Shia clerics, and that’s not what Iran and the Iranian people are. Now, they may be Shia, but they’re not radicals and they’re not clerics. And they just want a normal life and a regular life. And, in many ways, a very cosmopolitan country with a with an incredible history, incredible history, an incredible legacy and the like. So, there’s this huge divide between the people of Iran whom we sympathize with and who the President sympathize with, because they’re the ones suffering. Look, the world is a victim of Iran, okay? The world is a victim of Iran because they’re terrorists, because of what they’re doing now on the Straits. But the people of Iran are daily victims of the regime. And the president has deep sympathy for what they’re going through. And I think he’s just expressing that sympathy and that frustration that they don’t have the ability to do more to get rid of this regime that has crushed this country and isolated it from the world, which is a country that shouldn’t be isolated from the world because its people are phenomenal.”

Curtis Houck

43,429 views • 3 months ago