Video wird geladen...

Video konnte nicht geladen werden

Zur Startseite

Sam Altman’s napkin math on the Big Technology Podcast is wild, not because it’s precise, but because it finally makes the scale visible. • One AI company generating ~10 trillion tokens every single day • That is comparable to the combined daily language output of all 8 billion humans...

VraserX's profile picture

VraserX e/acc

22,088 subscribers

159,298 Aufrufe • vor 7 Monaten •via X (Twitter)

BildungWissenschaft & Technologie
LIVE

Anya Rossi• Live Now

Private livecam show

0 Kommentare

Keine Kommentare verfügbar

Kommentare vom Original-Post werden hier angezeigt

Ähnliche Videos

Sam Altman says the AI infrastructure race is not about bigger chatbots. It is about shifting the planet's intellectual output from human brains to AI brains. "If people knew what we could do with compute, they would want way, way more." "The thing I am personally most excited about is to use AI and lots of compute to discover new science." "A recent cool example here is we built the Sora Android app using Codex... in less than a month." "You can imagine that way much further, where entire companies can build their products using lots of compute." Then he gives the scale: "Let's say that an AI company today might be generating something on the order of 10 trillion tokens a day out of frontier models." "We're going to have these models at a company be outputting more tokens per day than all of humanity put together, and then 10 times that, and then 100 times that." The bottleneck is moving from software talent to compute supply, inference speed, product integration, and where all that machine intelligence gets pointed.
3:31

Sam Altman says the AI infrastructure race is not about bigger chatbots. It is about shifting the planet's intellectual output from human brains to AI brains. "If people knew what we could do with compute, they would want way, way more." "The thing I am personally most excited about is to use AI and lots of compute to discover new science." "A recent cool example here is we built the Sora Android app using Codex... in less than a month." "You can imagine that way much further, where entire companies can build their products using lots of compute." Then he gives the scale: "Let's say that an AI company today might be generating something on the order of 10 trillion tokens a day out of frontier models." "We're going to have these models at a company be outputting more tokens per day than all of humanity put together, and then 10 times that, and then 100 times that." The bottleneck is moving from software talent to compute supply, inference speed, product integration, and where all that machine intelligence gets pointed.

Karl Mehta

16,619 Aufrufe • vor 1 Monat

Elon Musk just reduced ten thousand years of human progress to a single number. It didn’t even register. Musk: “How do you decide what progress a civilization has made? One of the most objective ways to do that is the amount of power that any given civilization has been able to harness.” Not GDP. Not military power. Not cultural reach. Energy. Captured and put to work. The only variable the universe respects. A Soviet astrophysicist named Kardashev turned this into a scale. Type I harnesses the energy of its planet. Type II harnesses its star. Type III harnesses its galaxy. There is no Type Zero. We’d need one. Musk: “Right now, we’re very low on the Kardashev Type I scale. We currently use much less than a trillionth of the power output of the sun. A trillion is a million times a million. We are practically nowhere on the Kardashev Type II scale.” Every reactor. Every dam. Every turbine. Every solar panel. Every barrel of oil ever pulled from the ground. Combined. A trillionth of the sun. Ten thousand years of civilization. On the only scale the universe uses to measure intelligent life, we are statistically invisible. The rest of the world argues about which fuel to subsidize. Elon is building at the only scale this equation respects. Tesla. Solar. Batteries. Starship. Every company he runs is aimed at the same point on the Kardashev Scale. That’s not a business empire. That’s a blueprint for moving a civilization up a scale it doesn’t know it’s on. The Kardashev Scale doesn’t care about your politics. Doesn’t count your GDP. Has no room for your borders or your wars. It reduces every civilization in the universe to a single number. The universe keeps one scoreboard. It doesn’t care who reads it. Elon builds like he has.
1:28

Elon Musk just reduced ten thousand years of human progress to a single number. It didn’t even register. Musk: “How do you decide what progress a civilization has made? One of the most objective ways to do that is the amount of power that any given civilization has been able to harness.” Not GDP. Not military power. Not cultural reach. Energy. Captured and put to work. The only variable the universe respects. A Soviet astrophysicist named Kardashev turned this into a scale. Type I harnesses the energy of its planet. Type II harnesses its star. Type III harnesses its galaxy. There is no Type Zero. We’d need one. Musk: “Right now, we’re very low on the Kardashev Type I scale. We currently use much less than a trillionth of the power output of the sun. A trillion is a million times a million. We are practically nowhere on the Kardashev Type II scale.” Every reactor. Every dam. Every turbine. Every solar panel. Every barrel of oil ever pulled from the ground. Combined. A trillionth of the sun. Ten thousand years of civilization. On the only scale the universe uses to measure intelligent life, we are statistically invisible. The rest of the world argues about which fuel to subsidize. Elon is building at the only scale this equation respects. Tesla. Solar. Batteries. Starship. Every company he runs is aimed at the same point on the Kardashev Scale. That’s not a business empire. That’s a blueprint for moving a civilization up a scale it doesn’t know it’s on. The Kardashev Scale doesn’t care about your politics. Doesn’t count your GDP. Has no room for your borders or your wars. It reduces every civilization in the universe to a single number. The universe keeps one scoreboard. It doesn’t care who reads it. Elon builds like he has.

Dustin

28,355 Aufrufe • vor 26 Tagen

📁 Tristan Harris, co-founder of the Center for Humane Technology, says the AI race is no longer about augmenting human work but replacing it at planetary scale. Once GDP depends more on data centers than people, governments stop investing in humans because humans no longer drive growth. That is how an intelligence economy quietly becomes anti-human without anyone explicitly choosing it.
3:34

📁 Tristan Harris, co-founder of the Center for Humane Technology, says the AI race is no longer about augmenting human work but replacing it at planetary scale. Once GDP depends more on data centers than people, governments stop investing in humans because humans no longer drive growth. That is how an intelligence economy quietly becomes anti-human without anyone explicitly choosing it.

Jon Hernandez

24,198 Aufrufe • vor 3 Monaten

Elon Musk is attempting something extraordinary. Not just building another company. He is building the largest AI training cluster in the world. A million GPUs wired together. A brute-force attempt to scale intelligence itself. The capital required to do this is staggering. Forty to sixty billion dollars for one cluster. And yet this is just one experiment. This is the scale of ambition in AI right now. It is not about incremental software. It is about rewiring the fundamental limits of what machines can learn and know.
1:02

Elon Musk is attempting something extraordinary. Not just building another company. He is building the largest AI training cluster in the world. A million GPUs wired together. A brute-force attempt to scale intelligence itself. The capital required to do this is staggering. Forty to sixty billion dollars for one cluster. And yet this is just one experiment. This is the scale of ambition in AI right now. It is not about incremental software. It is about rewiring the fundamental limits of what machines can learn and know.

Nina Schick

517,575 Aufrufe • vor 9 Monaten

The Bible is the one book that dares to predict the future. Not once or twice, but hundreds times with 100% accuracy. That is because it is the very word of God. All that is happening with Israel and the Middle East right now? It was all spoken of thousands of years ago by the Hebrew Prophets. Check out this video I just did for a Biblical perspective on the headlines of today.
6:35

The Bible is the one book that dares to predict the future. Not once or twice, but hundreds times with 100% accuracy. That is because it is the very word of God. All that is happening with Israel and the Middle East right now? It was all spoken of thousands of years ago by the Hebrew Prophets. Check out this video I just did for a Biblical perspective on the headlines of today.

Greg Laurie

158,454 Aufrufe • vor 2 Jahren

SUNDAR PICHAI: AI IS REWRITING EARTH’S INFRASTRUCTURE IN TWO YEARS Sundar laid it out with quiet certainty: the AI boom isn’t coming, it’s already rewriting the laws of scale: "You know, maybe four years ago Google was spending less than $30 billion per year. This year, that number is gonna be over $90 billion. And if you collectively add what all the companies are doing, we have well over a trillion dollars of investment going in, in building the infrastructure for this moment. And one way I think about it is in the next couple of years, we'll end up building what we probably built in the past 10 to 20 years. So hopefully just in a couple of years. So that gives you the scale at which this is ramping up." It’s the kind of scale that makes empires blink. Alphabet’s AI capex shot from $24 billion in 2021 to over $90 billion in 2025, powered by Gemini, Vertex AI, and an arms race for compute that’s now burning through a trillion dollars across Google, Microsoft, Amazon, and Meta. Source: thewizeai / Sundar Pichai
0:36

SUNDAR PICHAI: AI IS REWRITING EARTH’S INFRASTRUCTURE IN TWO YEARS Sundar laid it out with quiet certainty: the AI boom isn’t coming, it’s already rewriting the laws of scale: "You know, maybe four years ago Google was spending less than $30 billion per year. This year, that number is gonna be over $90 billion. And if you collectively add what all the companies are doing, we have well over a trillion dollars of investment going in, in building the infrastructure for this moment. And one way I think about it is in the next couple of years, we'll end up building what we probably built in the past 10 to 20 years. So hopefully just in a couple of years. So that gives you the scale at which this is ramping up." It’s the kind of scale that makes empires blink. Alphabet’s AI capex shot from $24 billion in 2021 to over $90 billion in 2025, powered by Gemini, Vertex AI, and an arms race for compute that’s now burning through a trillion dollars across Google, Microsoft, Amazon, and Meta. Source: thewizeai / Sundar Pichai

Mario Nawfal

163,412 Aufrufe • vor 8 Monaten

Elon Musk: The sun generates a billion times more energy than everything on Earth combined. “As soon as you start thinking about things at a grander scale, like Kardashev Scale 2 civilizations, it becomes very obvious. Anyone who studies physics has known this for a very long time. Kardashev was a Russian physicist who came up with this idea in the 60s, as a way to classify civilizations. - Kardashev Scale 1: You've harnessed most of the energy of the planet. - Kardashev Scale 2: You've harnessed most of the energy of your sun. - Kardashev Scale 3: You've harnessed most of the energy of your galaxy. We're only about 1% or a few percent of Kardashev Scale 1 right now, optimistically. But as soon as you go to Kardashev Scale 2, then you're really just saying everything is solar power and the rest is in the noise. The sun produces about a billion times more energy than everything on Earth combined.” All-In Podcast, October 31, 2025
0:56

Elon Musk: The sun generates a billion times more energy than everything on Earth combined. “As soon as you start thinking about things at a grander scale, like Kardashev Scale 2 civilizations, it becomes very obvious. Anyone who studies physics has known this for a very long time. Kardashev was a Russian physicist who came up with this idea in the 60s, as a way to classify civilizations. - Kardashev Scale 1: You've harnessed most of the energy of the planet. - Kardashev Scale 2: You've harnessed most of the energy of your sun. - Kardashev Scale 3: You've harnessed most of the energy of your galaxy. We're only about 1% or a few percent of Kardashev Scale 1 right now, optimistically. But as soon as you go to Kardashev Scale 2, then you're really just saying everything is solar power and the rest is in the noise. The sun produces about a billion times more energy than everything on Earth combined.” All-In Podcast, October 31, 2025

ELON CLIPS

65,501 Aufrufe • vor 5 Monaten

After going all the way down the Rabbit Hole, you can See the Wisdom in that FULL Disclosure is probably not a good idea. Most cannot/will not accept. However, FULL Disclosure is also a Human Right for those Willing. This video is made with the Spirit of that. Gave up my Anon so I could post this. This video is Not for Everyone. If you are not Fully Awakened, you should Not Watch this video. The Scale of the what is Happening is Truly Immense. The Truth Will Set us Free.
1:24:48

After going all the way down the Rabbit Hole, you can See the Wisdom in that FULL Disclosure is probably not a good idea. Most cannot/will not accept. However, FULL Disclosure is also a Human Right for those Willing. This video is made with the Spirit of that. Gave up my Anon so I could post this. This video is Not for Everyone. If you are not Fully Awakened, you should Not Watch this video. The Scale of the what is Happening is Truly Immense. The Truth Will Set us Free.

Canary In The Coal Mine

41,926 Aufrufe • vor 15 Tagen

On Bloomberg last night, I was asked why Amazon drives more than a third of U.S. e-commerce. It is not because of their storefront. It is not because of their payments. It is not even because of product selection. It is because consumers trust their deliveries. That trust is built on physical infrastructure at scale with intelligence layered on top. And that is what Stord is building for every independent merchant. The most defensible companies in the world combine software intelligence with physical execution. Today, 9 of the 10 largest U.S. companies by revenue operate physical networks at scale. Software alone cannot replicate the outcomes created when you control the movement of physical atoms. That is the physical intelligence layer for commerce. And that is what Stord Labs is built to advance. Deploying AI and robotics against real operational complexity, in the real world, across a vertically integrated network operating at scale. Bloomberg TV
5:51

On Bloomberg last night, I was asked why Amazon drives more than a third of U.S. e-commerce. It is not because of their storefront. It is not because of their payments. It is not even because of product selection. It is because consumers trust their deliveries. That trust is built on physical infrastructure at scale with intelligence layered on top. And that is what Stord is building for every independent merchant. The most defensible companies in the world combine software intelligence with physical execution. Today, 9 of the 10 largest U.S. companies by revenue operate physical networks at scale. Software alone cannot replicate the outcomes created when you control the movement of physical atoms. That is the physical intelligence layer for commerce. And that is what Stord Labs is built to advance. Deploying AI and robotics against real operational complexity, in the real world, across a vertically integrated network operating at scale. Bloomberg TV

Sean Henry

1,275,331 Aufrufe • vor 2 Monaten

🚨 THE FRAUD IN AMERICA IS BIGGER THAN BEN-HUR 🚨 President Trump just dropped a BOMBSHELL at the Cabinet meeting that should shake every American to their core: “Not millions… BILLIONS of dollars is being recovered… and YOU HAVEN’T SEEN ANYTHING YET.” $230 BILLION in fraud already identified. $56 BILLION stopped cold. And the recovery has barely begun. This isn’t small-time theft. This is industrial-scale looting of the American taxpayer — an epic of corruption under the previous administration that makes Hollywood look like a student film. Minnesota. California. Even Maine. The numbers are so massive they almost don’t feel real. The task force is just getting started. The scale of this fraud is larger than most people can even imagine… and the reckoning is only beginning. Share this. The country needs to see it.
1:11

🚨 THE FRAUD IN AMERICA IS BIGGER THAN BEN-HUR 🚨 President Trump just dropped a BOMBSHELL at the Cabinet meeting that should shake every American to their core: “Not millions… BILLIONS of dollars is being recovered… and YOU HAVEN’T SEEN ANYTHING YET.” $230 BILLION in fraud already identified. $56 BILLION stopped cold. And the recovery has barely begun. This isn’t small-time theft. This is industrial-scale looting of the American taxpayer — an epic of corruption under the previous administration that makes Hollywood look like a student film. Minnesota. California. Even Maine. The numbers are so massive they almost don’t feel real. The task force is just getting started. The scale of this fraud is larger than most people can even imagine… and the reckoning is only beginning. Share this. The country needs to see it.

CONSTITUTION X 🇺🇸

118,185 Aufrufe • vor 12 Tagen

Elon Musk just scored human civilization on the only scale the universe keeps. Zero. Musk: “We’re practically nowhere on the Kardashev scale. Not registering.” The Kardashev scale measures one thing. How much energy a civilization captures from its star. Type 1 harnesses its planet. Type 2 harnesses its star. Humanity is not Type 1. We are so far below it the math rounds to nothing. A trillion is a million times a million. That is the gap. Every reactor ever built. Every barrel of oil ever burned. Every grid on every continent. Rounding error. Three centuries of industrial progress. Not a flicker on the only scale that tracks whether a civilization is real. Oil is just old sunlight. We killed each other for the crumbs. The sun throws 3.8 × 10²⁶ watts into empty space. Earth intercepts one two-billionth of that. We harness a fraction of even that. The rest hits nothing. Warms nothing. Powers nothing. The offer has stood for four billion years. Musk: “Even one millionth of what the sun outputs. Extremely kickass civilization.” One millionth would make us gods by current standards. We are not at one millionth. We are fighting over condensation on a fire hose. And that is the most hopeful fact about our species. We mistook the floor for the ceiling. Musk: “Launch satellites to orbit Earth and capture solar power. Avoids the need to build massive power plants on Earth.” This is not a policy position. It is a coordinate change. Institutions don’t scale. Physics does. Bureaucracies were designed to manage scarcity. They have no operating manual for abundance. So they fight it. Because abundance makes gatekeepers unemployed. Everything we call history happened in the dark. Every atom in your body was forged inside a star. You are not reaching for something foreign. You are the sun’s output reaching back for the sun. It poured out an empire for four billion years. No one showed up to claim it. Until now.
0:52

Elon Musk just scored human civilization on the only scale the universe keeps. Zero. Musk: “We’re practically nowhere on the Kardashev scale. Not registering.” The Kardashev scale measures one thing. How much energy a civilization captures from its star. Type 1 harnesses its planet. Type 2 harnesses its star. Humanity is not Type 1. We are so far below it the math rounds to nothing. A trillion is a million times a million. That is the gap. Every reactor ever built. Every barrel of oil ever burned. Every grid on every continent. Rounding error. Three centuries of industrial progress. Not a flicker on the only scale that tracks whether a civilization is real. Oil is just old sunlight. We killed each other for the crumbs. The sun throws 3.8 × 10²⁶ watts into empty space. Earth intercepts one two-billionth of that. We harness a fraction of even that. The rest hits nothing. Warms nothing. Powers nothing. The offer has stood for four billion years. Musk: “Even one millionth of what the sun outputs. Extremely kickass civilization.” One millionth would make us gods by current standards. We are not at one millionth. We are fighting over condensation on a fire hose. And that is the most hopeful fact about our species. We mistook the floor for the ceiling. Musk: “Launch satellites to orbit Earth and capture solar power. Avoids the need to build massive power plants on Earth.” This is not a policy position. It is a coordinate change. Institutions don’t scale. Physics does. Bureaucracies were designed to manage scarcity. They have no operating manual for abundance. So they fight it. Because abundance makes gatekeepers unemployed. Everything we call history happened in the dark. Every atom in your body was forged inside a star. You are not reaching for something foreign. You are the sun’s output reaching back for the sun. It poured out an empire for four billion years. No one showed up to claim it. Until now.

Dustin

33,665 Aufrufe • vor 2 Monaten

The AI industry is optimizing for a definition of intelligence that does not exist. Andrew Ng just said it out loud. Ng: “AGI, to me, should be less about AI that already knows everything under the sun. That seems very challenging, doesn’t seem practical.” The human brain is not the most powerful economic asset in history because of what it holds. It is powerful because of what it can pick up. Ng: “The amazing thing about the human brain is its plasticity, or its ability to learn.” That same biological hardware that earns a PhD in quantum physics could have been trained on chess, surgery, or rewriting global supply chains from scratch. Ng: “That same human brain, just given different training, could have been a chess master, or could have been amazing at playing tennis.” General intelligence is not omniscience. It is the structural capacity to master whatever you point it at. Ng: “It is through learning that we then gain these incredibly specialized intelligences.” The winner is not whoever builds the biggest model. It is whoever builds the most adaptable one. The AI that walks into a domain it has never touched and executes before a human analyst finishes reading the brief. Ng: “What makes the human brain so valuable for economic tasks, is its ability to just learn to do whatever is needed.” Every corporation on earth pays for human labor because humans adapt. Not because they already know everything. AGI is the digitization of that exact capability. At machine speed. At infinite scale. Ng: “A lot of what makes the human brain so general is not that my brain or your brain already knows everything under the sun. It’s our ability to adapt, to learn a huge range of things.” The most powerful economic asset in history was never specialized knowledge. It was the raw capacity to acquire any knowledge, in any domain, on demand. The winning AI is not an encyclopedia. It is the force that makes encyclopedias irrelevant. And once that exists, the question stops being what the AI knows. It becomes what you can teach it before your competitor wakes up. Most people dominating this conversation have not understood that yet.
1:16

The AI industry is optimizing for a definition of intelligence that does not exist. Andrew Ng just said it out loud. Ng: “AGI, to me, should be less about AI that already knows everything under the sun. That seems very challenging, doesn’t seem practical.” The human brain is not the most powerful economic asset in history because of what it holds. It is powerful because of what it can pick up. Ng: “The amazing thing about the human brain is its plasticity, or its ability to learn.” That same biological hardware that earns a PhD in quantum physics could have been trained on chess, surgery, or rewriting global supply chains from scratch. Ng: “That same human brain, just given different training, could have been a chess master, or could have been amazing at playing tennis.” General intelligence is not omniscience. It is the structural capacity to master whatever you point it at. Ng: “It is through learning that we then gain these incredibly specialized intelligences.” The winner is not whoever builds the biggest model. It is whoever builds the most adaptable one. The AI that walks into a domain it has never touched and executes before a human analyst finishes reading the brief. Ng: “What makes the human brain so valuable for economic tasks, is its ability to just learn to do whatever is needed.” Every corporation on earth pays for human labor because humans adapt. Not because they already know everything. AGI is the digitization of that exact capability. At machine speed. At infinite scale. Ng: “A lot of what makes the human brain so general is not that my brain or your brain already knows everything under the sun. It’s our ability to adapt, to learn a huge range of things.” The most powerful economic asset in history was never specialized knowledge. It was the raw capacity to acquire any knowledge, in any domain, on demand. The winning AI is not an encyclopedia. It is the force that makes encyclopedias irrelevant. And once that exists, the question stops being what the AI knows. It becomes what you can teach it before your competitor wakes up. Most people dominating this conversation have not understood that yet.

Dustin

19,813 Aufrufe • vor 5 Monaten

Elon Musk: As human intelligence plateaus, AI will scale to harness most of the power of the galaxy Elon: "I think we'll see intelligence continue to scale all the way up to where most of the power of the sun is harnessed for compute, and then ultimately most of the power of the galaxy." “ Once you think about artificial intelligence not as sort of this destination that you reach, but really as part of the overall escalation of intelligence, you know, human intelligence has also scaled as the population has increased, and we've been able to store more and more information.” “Because of population declines and low birthrate, human intelligence is somewhat plateauing and will actually decline.” “I think that we might have AI smarter than any single human at anything as soon as next year.” “And then probably within five (years), like say 2030, probably AI is smarter than the sum of all humans.” Friedberg: “ Do you think humans are on the decline because the AI is evolving?” “Do you think there's this evolution of the ecosystem on earth that's underway, that we don't really understand the structure of what's going on?” Elon: “ Yeah, maybe we implicitly know that it's coming.” Elon Musk david friedberg
1:13

Elon Musk: As human intelligence plateaus, AI will scale to harness most of the power of the galaxy Elon: "I think we'll see intelligence continue to scale all the way up to where most of the power of the sun is harnessed for compute, and then ultimately most of the power of the galaxy." “ Once you think about artificial intelligence not as sort of this destination that you reach, but really as part of the overall escalation of intelligence, you know, human intelligence has also scaled as the population has increased, and we've been able to store more and more information.” “Because of population declines and low birthrate, human intelligence is somewhat plateauing and will actually decline.” “I think that we might have AI smarter than any single human at anything as soon as next year.” “And then probably within five (years), like say 2030, probably AI is smarter than the sum of all humans.” Friedberg: “ Do you think humans are on the decline because the AI is evolving?” “Do you think there's this evolution of the ecosystem on earth that's underway, that we don't really understand the structure of what's going on?” Elon: “ Yeah, maybe we implicitly know that it's coming.” Elon Musk david friedberg

The All-In Podcast

107,012 Aufrufe • vor 11 Monaten

Apple spending $10B across 10 years to build a new product is equivalent to spending $83M per month or $3M a day. This was NOT just a side project, it was a MAJOR project that was supposed to build the first Apple Car to take on Tesla head on. This week the largest company in the world waved the white flag and gave up on it. Every Tesla you see on the road is proof that the company & team accomplished the impossible, which is creating an EV that autonomously drives itself, one that is produced at scale & at a profit, and one that people absolutely love.
0:32

Apple spending $10B across 10 years to build a new product is equivalent to spending $83M per month or $3M a day. This was NOT just a side project, it was a MAJOR project that was supposed to build the first Apple Car to take on Tesla head on. This week the largest company in the world waved the white flag and gave up on it. Every Tesla you see on the road is proof that the company & team accomplished the impossible, which is creating an EV that autonomously drives itself, one that is produced at scale & at a profit, and one that people absolutely love.

Teslaconomics

330,627 Aufrufe • vor 2 Jahren

Mark Zuckerberg just described the obsolescence of every institution on Earth and delivered it like a product update. Zuckerberg: “I just think in the future almost everyone is gonna have the power of a 10,000-person organization.” He did not say better tools. He did not say smarter apps. He said the full cognitive output of ten thousand human beings. Packaged into a product. Handed to one person. That is not an upgrade. That is the end of the reason human beings organize at all. Companies exist because one brain is not enough. Governments exist because coordination requires hierarchy. Universities exist because knowledge demands infrastructure. Every institution ever built was a workaround for the same limitation. No single person could do it alone. Zuckerberg is telling you that limitation is about to disappear. The 500-person startup becomes one founder and an AI stack. The law firm becomes one attorney and a system that never sleeps. The hospital becomes one doctor carrying every specialist in their pocket. That is not speculation. That is a deployment schedule. And the man writing it runs a 70,000-person company. He employs 70,000 people and just told the world one person will soon need none of them. That is not a prediction. That is a confession from the man who will be first to act on it. But the part nobody is discussing matters more. This technology does not land on everyone equally. It lands first on the people who already command 10,000-person organizations. Zuckerberg does not get the power of 10,000 people. He already has that. He gets the power of 10,000 organizations. Every revolution in history was sold as liberation. The printing press was supposed to democratize knowledge. It built media empires. The internet was supposed to democratize commerce. It built trillion-dollar platforms. The tool always arrives as liberation. It always settles as leverage. And leverage always consolidates upward. Zuckerberg is not wrong about the capability. One person will do what ten thousand once did. But the question nobody is asking is the only one that matters. If everyone wields the output of 10,000 people, what is a single person actually worth? And then Zuckerberg answered his own question without realizing it. Zuckerberg: “If the intelligence of a 10,000-person company is not greater than the intelligence of a single person, then what are we doing here?” He meant it as a case for AI. That is the most brutal thing a CEO has ever said about the people who work for him.
0:59

Mark Zuckerberg just described the obsolescence of every institution on Earth and delivered it like a product update. Zuckerberg: “I just think in the future almost everyone is gonna have the power of a 10,000-person organization.” He did not say better tools. He did not say smarter apps. He said the full cognitive output of ten thousand human beings. Packaged into a product. Handed to one person. That is not an upgrade. That is the end of the reason human beings organize at all. Companies exist because one brain is not enough. Governments exist because coordination requires hierarchy. Universities exist because knowledge demands infrastructure. Every institution ever built was a workaround for the same limitation. No single person could do it alone. Zuckerberg is telling you that limitation is about to disappear. The 500-person startup becomes one founder and an AI stack. The law firm becomes one attorney and a system that never sleeps. The hospital becomes one doctor carrying every specialist in their pocket. That is not speculation. That is a deployment schedule. And the man writing it runs a 70,000-person company. He employs 70,000 people and just told the world one person will soon need none of them. That is not a prediction. That is a confession from the man who will be first to act on it. But the part nobody is discussing matters more. This technology does not land on everyone equally. It lands first on the people who already command 10,000-person organizations. Zuckerberg does not get the power of 10,000 people. He already has that. He gets the power of 10,000 organizations. Every revolution in history was sold as liberation. The printing press was supposed to democratize knowledge. It built media empires. The internet was supposed to democratize commerce. It built trillion-dollar platforms. The tool always arrives as liberation. It always settles as leverage. And leverage always consolidates upward. Zuckerberg is not wrong about the capability. One person will do what ten thousand once did. But the question nobody is asking is the only one that matters. If everyone wields the output of 10,000 people, what is a single person actually worth? And then Zuckerberg answered his own question without realizing it. Zuckerberg: “If the intelligence of a 10,000-person company is not greater than the intelligence of a single person, then what are we doing here?” He meant it as a case for AI. That is the most brutal thing a CEO has ever said about the people who work for him.

Dustin

54,061 Aufrufe • vor 3 Monaten

AI is not independent of humans. It is built on humans. ChatGPT writes good essays because humans wrote the essays first. Facial recognition works because humans labeled every face manually. Every AI system runs on human labor that is deliberately hidden. And here is the problem: AI is far more expensive than humans. But humans are hard to enslave long term. That is why the system will fail. You cannot build a god on the backs of people who eventually stop obeying.
1:37

AI is not independent of humans. It is built on humans. ChatGPT writes good essays because humans wrote the essays first. Facial recognition works because humans labeled every face manually. Every AI system runs on human labor that is deliberately hidden. And here is the problem: AI is far more expensive than humans. But humans are hard to enslave long term. That is why the system will fail. You cannot build a god on the backs of people who eventually stop obeying.

Predictive History

10,723 Aufrufe • vor 2 Monaten

Jensen Huang said something recently that most people heard as a product announcement. It wasn’t. Huang: “There will be no software in the future that’s not agentic. How could you have software that’s dumb?” That is not a roadmap update. That is the end of a business model that generated trillions over the last twenty years. And almost no one is processing the argument. Jensen did not describe AI as a feature. He described it as a labor class. Every company on Earth already manages a workforce the same way. Full-time employees. Contractors. Outside specialists. The blend shifts with the work. The principle never moves. Huang: “Our job is not to do the job. Our job is to have the job be done.” Jensen is not describing a productivity upgrade. He is describing the collapse of the one constraint that has governed every company’s growth since the industrial revolution. Human labor capacity. Companies do not fail to scale because of strategy. Not capital. Not ambition. They fail because of the biological ceiling. The number of humans you can hire, train, retain, and coordinate before the organization collapses under its own weight. That ceiling is now negotiable. Huang: “Just like biological workers, you will do that with digital workers.” Some you build. Some you rent. Some you fine-tune for specialized work. Some you deploy at volume. Same workforce logic. No sleep. No attrition. No ceiling on parallel execution. When human labor stops being the constraint on growth, every assumption about how companies scale, compete, and produce breaks at once. Now apply that to SaaS. SaaS companies built their entire moat on a single assumption. Humans needed software to navigate complexity. The dashboard existed because humans needed to interpret data. The workflow existed because humans needed a guided sequence to complete a task. The integration layer existed because humans could not hold every system in their head simultaneously. Remove the human. The agent does not need your dashboard. It reads the data directly. The agent does not need your workflow. It determines the sequence itself. The agent does not need your integration layer. It calls the API. A product that took five years to build becomes optional infrastructure inside a single model update. Huang: “Every single software company in the future will no longer just rent tools, but they’ll rent also experts to use the tools.” That is not a product upgrade. That is a category replacement. The buyer does not switch products. The buyer outgrows the need. Every SaaS company pricing on seats just priced themselves out of the next decade. The companies rebuilding around outcomes own what comes next. The rest are selling to a buyer who is already gone.
1:11

Jensen Huang said something recently that most people heard as a product announcement. It wasn’t. Huang: “There will be no software in the future that’s not agentic. How could you have software that’s dumb?” That is not a roadmap update. That is the end of a business model that generated trillions over the last twenty years. And almost no one is processing the argument. Jensen did not describe AI as a feature. He described it as a labor class. Every company on Earth already manages a workforce the same way. Full-time employees. Contractors. Outside specialists. The blend shifts with the work. The principle never moves. Huang: “Our job is not to do the job. Our job is to have the job be done.” Jensen is not describing a productivity upgrade. He is describing the collapse of the one constraint that has governed every company’s growth since the industrial revolution. Human labor capacity. Companies do not fail to scale because of strategy. Not capital. Not ambition. They fail because of the biological ceiling. The number of humans you can hire, train, retain, and coordinate before the organization collapses under its own weight. That ceiling is now negotiable. Huang: “Just like biological workers, you will do that with digital workers.” Some you build. Some you rent. Some you fine-tune for specialized work. Some you deploy at volume. Same workforce logic. No sleep. No attrition. No ceiling on parallel execution. When human labor stops being the constraint on growth, every assumption about how companies scale, compete, and produce breaks at once. Now apply that to SaaS. SaaS companies built their entire moat on a single assumption. Humans needed software to navigate complexity. The dashboard existed because humans needed to interpret data. The workflow existed because humans needed a guided sequence to complete a task. The integration layer existed because humans could not hold every system in their head simultaneously. Remove the human. The agent does not need your dashboard. It reads the data directly. The agent does not need your workflow. It determines the sequence itself. The agent does not need your integration layer. It calls the API. A product that took five years to build becomes optional infrastructure inside a single model update. Huang: “Every single software company in the future will no longer just rent tools, but they’ll rent also experts to use the tools.” That is not a product upgrade. That is a category replacement. The buyer does not switch products. The buyer outgrows the need. Every SaaS company pricing on seats just priced themselves out of the next decade. The companies rebuilding around outcomes own what comes next. The rest are selling to a buyer who is already gone.

Dustin

16,851 Aufrufe • vor 4 Monaten

Amaravati represents hope, vision, and the future of Andhra Pradesh. This is not a political statement or bias—it’s simply a feeling I experienced after visiting Amaravati and witnessing the scale of development firsthand. Rarely do we see such massive infrastructure development happening at one single place, all at once—world-class roads, new buildings, underground drainage systems, underground power and data cables, canal diversions, and reservoirs designed to mitigate floods. This is not unplanned expansion. This is carefully designed, future-ready development on a global scale. Amaravati is showing what is possible when vision is translated into execution. 🇮🇳🚧
3:49

Amaravati represents hope, vision, and the future of Andhra Pradesh. This is not a political statement or bias—it’s simply a feeling I experienced after visiting Amaravati and witnessing the scale of development firsthand. Rarely do we see such massive infrastructure development happening at one single place, all at once—world-class roads, new buildings, underground drainage systems, underground power and data cables, canal diversions, and reservoirs designed to mitigate floods. This is not unplanned expansion. This is carefully designed, future-ready development on a global scale. Amaravati is showing what is possible when vision is translated into execution. 🇮🇳🚧

TechChaitu

15,617 Aufrufe • vor 6 Monaten

This was a message from Memorial Day but it’s just as important every other day as it was on that day. Are we a perfect nation no, but not because the idea behind it is flawed. It is not. It’s because we as human beings will always fall short of the glory of God.
6:58

This was a message from Memorial Day but it’s just as important every other day as it was on that day. Are we a perfect nation no, but not because the idea behind it is flawed. It is not. It’s because we as human beings will always fall short of the glory of God.

Insurrection Barbie

25,295 Aufrufe • vor 1 Monat

It’s not just frozen food and canned food, we are also being robbed with packaged vegetables These organic tomatoes are supposed to weigh 10 ounces. They are put directly on a scale and every single pack on the shelf is very short. This is intentional Basically every one of them is short, some have 10% of the marked weight missing. Only a couple are even close and this is with the packaging This is illegal The 10 ounce marked weight on these packages refers to the net weight of the grapes themselves, not including the plastic container or any packaging materials So if you take that into account they are actually way off One or two is a mistake, all of them is intentional
1:55

It’s not just frozen food and canned food, we are also being robbed with packaged vegetables These organic tomatoes are supposed to weigh 10 ounces. They are put directly on a scale and every single pack on the shelf is very short. This is intentional Basically every one of them is short, some have 10% of the marked weight missing. Only a couple are even close and this is with the packaging This is illegal The 10 ounce marked weight on these packages refers to the net weight of the grapes themselves, not including the plastic container or any packaging materials So if you take that into account they are actually way off One or two is a mistake, all of them is intentional

Wall Street Apes

63,421 Aufrufe • vor 10 Tagen