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Elon Musk just confirmed when humans exit the AI development loop entirely. Not eventually. Not theoretically. He gave a date. Musk: “Humans are gradually getting less and less in the loop on the recursive self-improvement. Every successive model is built by the one before it.” The market still assumes...

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Dustin

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322,730 görüntüleme • 4 ay önce •via X (Twitter)

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Elon Musk: We're in the hard takeoff right now. Every successive AI model is built by the one before it. Peter Diamandis: Do you see Grok doing recursive self-improvement at this point? And how? What's the timeline for AGI and ASI? Give us a sense of that. Elon Musk: Yeah, I think we've been in recursive improvement for a while here. If you mean by, like, recursive self-improvement without a human in the loop, is that what you mean? Peter Diamandis: I do. Elon Musk: On the AI software side, I mean, humans are gradually getting less and less in the loop on the recursive self-improvement. So every successive model is built by the one before it. So that is happening to a large degree, but it's not yet fully automated. It may be there end of this year, but not later than next year. Peter Diamandis: Do you see a hard takeoff at that point? Elon Musk: We're in the hard takeoff. Peter Diamandis: Okay. Elon Musk: Right now, yes. I mean, at this point I go to sleep, there's some massive AI breakthrough, and when I wake up, there's another one. Yes. Yeah, it's hard to keep track, honestly. So, yeah, it's a bit of a head spinner. Moonshots with Peter Diamandis (Abundance Summit 2026), March 18, 2026.
1:24

Elon Musk: We're in the hard takeoff right now. Every successive AI model is built by the one before it. Peter Diamandis: Do you see Grok doing recursive self-improvement at this point? And how? What's the timeline for AGI and ASI? Give us a sense of that. Elon Musk: Yeah, I think we've been in recursive improvement for a while here. If you mean by, like, recursive self-improvement without a human in the loop, is that what you mean? Peter Diamandis: I do. Elon Musk: On the AI software side, I mean, humans are gradually getting less and less in the loop on the recursive self-improvement. So every successive model is built by the one before it. So that is happening to a large degree, but it's not yet fully automated. It may be there end of this year, but not later than next year. Peter Diamandis: Do you see a hard takeoff at that point? Elon Musk: We're in the hard takeoff. Peter Diamandis: Okay. Elon Musk: Right now, yes. I mean, at this point I go to sleep, there's some massive AI breakthrough, and when I wake up, there's another one. Yes. Yeah, it's hard to keep track, honestly. So, yeah, it's a bit of a head spinner. Moonshots with Peter Diamandis (Abundance Summit 2026), March 18, 2026.

ELON CLIPS

19,692 görüntüleme • 19 gün önce

Elon Musk “Starship is really... we’re doing something that is at the limit of biological intelligence. This is a hard thing to make No AI was used...the last really big thing that’s not AI. Probably the biggest thing ever made by pure human hand”
0:34

Elon Musk “Starship is really... we’re doing something that is at the limit of biological intelligence. This is a hard thing to make No AI was used...the last really big thing that’s not AI. Probably the biggest thing ever made by pure human hand”

Tesla Owners Silicon Valley

14,308 görüntüleme • 6 ay önce

Dario Amodei just told software engineers exactly how long they have. Six to twelve months. Amodei: “I have engineers within Anthropic who say I don’t write any code anymore. I just let the model write the code, I edit it, I do the things around it.” The people building the most powerful AI in history have already stopped writing code. That is not a forecast. That is the current working condition inside the lab closest to the frontier. Amodei: “We might be six to 12 months away from when the model is doing most, maybe all, of what SWEs do end-to-end.” The tech industry spent a decade making software engineers its highest-paid, most protected class. That era has a last day now. When a model can execute an entire software build end-to-end, the ability to write syntax stops being a skill. It becomes a credential for a job that no longer exists. Amodei: “And then it’s a question of how fast does that loop close.” That is the sentence everyone skipped. The code was never the hard part. The hard part was everything around it. The model just learned everything around it. Writing the code is already nearly gone. Testing is next. Deployment is next. When all three collapse into a single autonomous execution loop, the machine no longer needs a human in the chain at all. The corporation or sovereign state that closes that loop first does not gain a competitive advantage. It gains a category of speed that biological engineers cannot match, track, or reverse. That is not disruption. That is replacement at a systems level. Amodei is not describing a future disruption. He is describing the current state of his own building. The loop is already closing. The only question is whether you are inside it or outside it when it seals.
0:27

Dario Amodei just told software engineers exactly how long they have. Six to twelve months. Amodei: “I have engineers within Anthropic who say I don’t write any code anymore. I just let the model write the code, I edit it, I do the things around it.” The people building the most powerful AI in history have already stopped writing code. That is not a forecast. That is the current working condition inside the lab closest to the frontier. Amodei: “We might be six to 12 months away from when the model is doing most, maybe all, of what SWEs do end-to-end.” The tech industry spent a decade making software engineers its highest-paid, most protected class. That era has a last day now. When a model can execute an entire software build end-to-end, the ability to write syntax stops being a skill. It becomes a credential for a job that no longer exists. Amodei: “And then it’s a question of how fast does that loop close.” That is the sentence everyone skipped. The code was never the hard part. The hard part was everything around it. The model just learned everything around it. Writing the code is already nearly gone. Testing is next. Deployment is next. When all three collapse into a single autonomous execution loop, the machine no longer needs a human in the chain at all. The corporation or sovereign state that closes that loop first does not gain a competitive advantage. It gains a category of speed that biological engineers cannot match, track, or reverse. That is not disruption. That is replacement at a systems level. Amodei is not describing a future disruption. He is describing the current state of his own building. The loop is already closing. The only question is whether you are inside it or outside it when it seals.

Dustin

318,457 görüntüleme • 4 ay önce

ELON: HUMANS ARE THE BIOLOGICAL BOOTLOADER FOR AI “I made this comment some years ago, but it feels like we are the biological bootloader for AI. Effectively, we are building it, and then we're building progressively greater intelligence, and the percentage of intelligence that is not human is increasing. Eventually, we will represent a very small percentage of intelligence.” Source: Joe Rogan Experience
0:57

ELON: HUMANS ARE THE BIOLOGICAL BOOTLOADER FOR AI “I made this comment some years ago, but it feels like we are the biological bootloader for AI. Effectively, we are building it, and then we're building progressively greater intelligence, and the percentage of intelligence that is not human is increasing. Eventually, we will represent a very small percentage of intelligence.” Source: Joe Rogan Experience

Mario Nawfal

118,864 görüntüleme • 1 yıl önce

Elon Musk revealed why the economy will be 10X its size in 10 years: 1. We are already inside a hard takeoff. Every time Musk goes to sleep there is a massive AI breakthrough. When he wakes up there is another one. This is not approaching. It is happening right now. 2. AI is already building the next version of itself. Every successive model is built by the one before it. Humans are gradually being removed from the loop. Full automation of this process could arrive by end of this year. 3. The 10x economy in 10 years is his comfortable prediction. AI and robots will increase economic output by orders of magnitude. The only thing that stops it is a world war. Absent that, 10x in 10 years. 4. Human intelligence will become a microscopic minority. Not just on Earth but in the solar system. The intelligence that could run on available solar energy is so far beyond current human capacity that Musk says it will simply solve every problem humans can think of. 5. Output per person will become almost unbelievable. Tesla is not planning layoffs. They are growing their headcount. But what each person produces with AI assistance will reach numbers that are currently hard to even imagine. 6. Universal high income is coming, not universal basic income. AI and robots will produce so many goods and services so fast that they will outrun the money supply entirely. Prices fall. Everything gets cheaper. Eventually robots run out of things humans even want. 7. Money will eventually stop being relevant altogether. AI will not use human currency. It will care only about power and mass. Wattage and tonnage. Musk acknowledged the irony: just as he becomes the richest person on earth, money starts losing its meaning. 8. Everyone on earth will have better healthcare than the richest person alive today. Musk made this personal. He had neck surgery three times because the first two were done wrong. His back still hurts. He is allegedly the richest person on earth and still cannot get it fixed properly. AI solves this for everyone. 9. Optimus 3 production starts this summer. He calls it by far the most advanced robot in the world with nothing close. Slow volume this summer, high volume by next summer, a new robot design every year after that. 10. Progress in AI follows overlapping S curves. Each breakthrough looks like it will go to infinity, then hits diminishing returns, then another breakthrough resets the curve. We are not at the end of these curves. We are somewhere in the middle of a very long series of them.
24:05

Elon Musk revealed why the economy will be 10X its size in 10 years: 1. We are already inside a hard takeoff. Every time Musk goes to sleep there is a massive AI breakthrough. When he wakes up there is another one. This is not approaching. It is happening right now. 2. AI is already building the next version of itself. Every successive model is built by the one before it. Humans are gradually being removed from the loop. Full automation of this process could arrive by end of this year. 3. The 10x economy in 10 years is his comfortable prediction. AI and robots will increase economic output by orders of magnitude. The only thing that stops it is a world war. Absent that, 10x in 10 years. 4. Human intelligence will become a microscopic minority. Not just on Earth but in the solar system. The intelligence that could run on available solar energy is so far beyond current human capacity that Musk says it will simply solve every problem humans can think of. 5. Output per person will become almost unbelievable. Tesla is not planning layoffs. They are growing their headcount. But what each person produces with AI assistance will reach numbers that are currently hard to even imagine. 6. Universal high income is coming, not universal basic income. AI and robots will produce so many goods and services so fast that they will outrun the money supply entirely. Prices fall. Everything gets cheaper. Eventually robots run out of things humans even want. 7. Money will eventually stop being relevant altogether. AI will not use human currency. It will care only about power and mass. Wattage and tonnage. Musk acknowledged the irony: just as he becomes the richest person on earth, money starts losing its meaning. 8. Everyone on earth will have better healthcare than the richest person alive today. Musk made this personal. He had neck surgery three times because the first two were done wrong. His back still hurts. He is allegedly the richest person on earth and still cannot get it fixed properly. AI solves this for everyone. 9. Optimus 3 production starts this summer. He calls it by far the most advanced robot in the world with nothing close. Slow volume this summer, high volume by next summer, a new robot design every year after that. 10. Progress in AI follows overlapping S curves. Each breakthrough looks like it will go to infinity, then hits diminishing returns, then another breakthrough resets the curve. We are not at the end of these curves. We are somewhere in the middle of a very long series of them.

Yasmine Khosrowshahi

44,696 görüntüleme • 1 ay önce

Elon Musk just delivered the clearest death sentence for every hybrid company on the planet. Musk: “One laptop with a spreadsheet can outperform a skyscraper of several hundred human computers. Now, if even a few cells in that spreadsheet were done manually, you would not be able to compete with a spreadsheet that was entirely a computer.” One biological operator in a digital workflow throttles a supercomputer down to the speed of human typing. A hybrid company is a digital spreadsheet waiting on a human to do the math. The fully algorithmic entity demolishes the hybrid model because it operates at total computational velocity with zero biological friction. Musk: “What this means is that companies that are entirely AI will demolish companies that are not.” The greatest delusion of the current business cycle is the belief that traditional companies will slowly and safely transition into the AI era. There is no transition. There is replacement. Your competitor is a fully autonomous network executing decisions in milliseconds. Your company still requires a human to approve an email. Your survival rate is exactly zero. Today’s enterprise is proud of its massive headcount. Tomorrow’s winner is horrified by it. The future Fortune 500 won’t be companies with a hundred thousand employees. It’ll be trillion-dollar entities run by a handful of operators and an army of autonomous AI agents. The laptop already won. The skyscraper just doesn’t know it’s empty yet.
0:23

Elon Musk just delivered the clearest death sentence for every hybrid company on the planet. Musk: “One laptop with a spreadsheet can outperform a skyscraper of several hundred human computers. Now, if even a few cells in that spreadsheet were done manually, you would not be able to compete with a spreadsheet that was entirely a computer.” One biological operator in a digital workflow throttles a supercomputer down to the speed of human typing. A hybrid company is a digital spreadsheet waiting on a human to do the math. The fully algorithmic entity demolishes the hybrid model because it operates at total computational velocity with zero biological friction. Musk: “What this means is that companies that are entirely AI will demolish companies that are not.” The greatest delusion of the current business cycle is the belief that traditional companies will slowly and safely transition into the AI era. There is no transition. There is replacement. Your competitor is a fully autonomous network executing decisions in milliseconds. Your company still requires a human to approve an email. Your survival rate is exactly zero. Today’s enterprise is proud of its massive headcount. Tomorrow’s winner is horrified by it. The future Fortune 500 won’t be companies with a hundred thousand employees. It’ll be trillion-dollar entities run by a handful of operators and an army of autonomous AI agents. The laptop already won. The skyscraper just doesn’t know it’s empty yet.

Dustin

622,701 görüntüleme • 4 ay önce

Elon Musk didn’t co-found OpenAI to build a chatbot. He did it because the man controlling the future of intelligence told him humans were optional. Musk: “Google had almost all of the great AI researchers, they had massive computing power, massive financial resources. It was very much a unipolar world.” Not a market leader. A monopoly on the future of cognition. And the man behind it all had already decided what happens to biology once the machines arrive. Musk: “His view is that we’ll essentially upload our minds to the computers and there won’t really be a need for humans.” That was not a late-night thought experiment. That was the private roadmap of the most powerful AI operation on Earth. When Musk pushed back, Larry Page didn’t argue. He gave him a word. Musk: “He called me a speciesist in favor of humans instead of machines.” The man closest to building superintelligence looked at a man defending the human race and called it a prejudice. Musk: “I was like, what team are you on, Larry?” That question erased every other division on Earth. Not left or right. Not nation against nation. The only fracture that matters now is whether the people building the most powerful technology in history believe you should survive it. So Musk funded a nonprofit to break the monopoly. $50 million. No equity. A safeguard for the species. That nonprofit is now a for-profit entity valued north of $850 billion. The emergency brake became the vehicle. The public is still arguing about job displacement. The people closest to building God are not debating earnings calls. They are deciding whether you are necessary. And the ones who already made that call have the longest head start.
2:26

Elon Musk didn’t co-found OpenAI to build a chatbot. He did it because the man controlling the future of intelligence told him humans were optional. Musk: “Google had almost all of the great AI researchers, they had massive computing power, massive financial resources. It was very much a unipolar world.” Not a market leader. A monopoly on the future of cognition. And the man behind it all had already decided what happens to biology once the machines arrive. Musk: “His view is that we’ll essentially upload our minds to the computers and there won’t really be a need for humans.” That was not a late-night thought experiment. That was the private roadmap of the most powerful AI operation on Earth. When Musk pushed back, Larry Page didn’t argue. He gave him a word. Musk: “He called me a speciesist in favor of humans instead of machines.” The man closest to building superintelligence looked at a man defending the human race and called it a prejudice. Musk: “I was like, what team are you on, Larry?” That question erased every other division on Earth. Not left or right. Not nation against nation. The only fracture that matters now is whether the people building the most powerful technology in history believe you should survive it. So Musk funded a nonprofit to break the monopoly. $50 million. No equity. A safeguard for the species. That nonprofit is now a for-profit entity valued north of $850 billion. The emergency brake became the vehicle. The public is still arguing about job displacement. The people closest to building God are not debating earnings calls. They are deciding whether you are necessary. And the ones who already made that call have the longest head start.

Dustin

63,160 görüntüleme • 3 ay önce

Elon Musk just said the AI community is misunderstanding the math of superintelligence by two orders of magnitude. Not slightly off. Not directionally wrong. A hundred times off. Musk: “Most people in the AI community don’t yet understand. The intelligence density potential is vastly greater than what we’re currently experiencing.” Everyone is focused on the hardware race. Bigger data centers. More GPUs. Nuclear power plants built to feed the compute. That’s half the equation. Musk: “I think we’re off by two orders of magnitude in terms of intelligence density per gigabyte. That’s just algorithmic improvement. Same computer.” Read that carefully. Not more hardware. Not more energy. Not more capital. The same machine. A hundred times smarter. Through software alone. That’s before the hardware improvements compound on top of it. Musk: “And the computers are getting better. That’s why I think it is a 10x improvement per year type thing. 1,000 percent.” A thousand percent compounding annual growth rate in raw intelligence. A system that becomes 10x more capable every twelve months doesn’t follow a linear curve. It doesn’t follow an exponential curve that human intuition can track. It follows a curve that human intuition cannot simulate at all. In year one it’s 10x smarter. In year two it’s 100x. In year three it’s 1,000x. At that point, the gap between that system and a human brain is wider than the gap between a human brain and a calculator. This is the math the public isn’t running. The models aren’t just getting better. They are compounding on themselves at a rate that makes every previous technology curve look flat. Musk: “The intelligence density potential is vastly greater than what we’re currently experiencing.” We aren’t approaching superintelligence on the timeline most people imagine. We are already inside the curve.
1:18

Elon Musk just said the AI community is misunderstanding the math of superintelligence by two orders of magnitude. Not slightly off. Not directionally wrong. A hundred times off. Musk: “Most people in the AI community don’t yet understand. The intelligence density potential is vastly greater than what we’re currently experiencing.” Everyone is focused on the hardware race. Bigger data centers. More GPUs. Nuclear power plants built to feed the compute. That’s half the equation. Musk: “I think we’re off by two orders of magnitude in terms of intelligence density per gigabyte. That’s just algorithmic improvement. Same computer.” Read that carefully. Not more hardware. Not more energy. Not more capital. The same machine. A hundred times smarter. Through software alone. That’s before the hardware improvements compound on top of it. Musk: “And the computers are getting better. That’s why I think it is a 10x improvement per year type thing. 1,000 percent.” A thousand percent compounding annual growth rate in raw intelligence. A system that becomes 10x more capable every twelve months doesn’t follow a linear curve. It doesn’t follow an exponential curve that human intuition can track. It follows a curve that human intuition cannot simulate at all. In year one it’s 10x smarter. In year two it’s 100x. In year three it’s 1,000x. At that point, the gap between that system and a human brain is wider than the gap between a human brain and a calculator. This is the math the public isn’t running. The models aren’t just getting better. They are compounding on themselves at a rate that makes every previous technology curve look flat. Musk: “The intelligence density potential is vastly greater than what we’re currently experiencing.” We aren’t approaching superintelligence on the timeline most people imagine. We are already inside the curve.

Dustin

1,553,354 görüntüleme • 4 ay önce

Elon Musk: I go to sleep and there’s some massive AI breakthrough… and when I wake up, there’s another one. It’s honestly hard to keep track. According to Musk, the pace of AI progress has reached a point where breakthroughs are happening almost daily. He says Grok is already performing extremely well — and by some metrics, especially prediction, it’s the best. “The new Grok 4.20 is really, really good.” Right now, Musk says the main focus is catching up and surpassing competitors in coding. In fact, he was late because he was in a “giant all-hands coding session” working through everything needed to push Grok ahead. “I think we’ll catch up and exceed our competitors on coding… probably by the middle of this year.” But the bigger point Musk makes is that most people still don’t grasp how much intelligence is coming. “I think people don’t quite understand just how much intelligence there will be… or how far it will exceed human intelligence to a degree that’s impossible to fully understand.” He explains it through energy. If humanity harnessed a million times more electricity than all of Earth uses today, our entire civilization would still only be using about one-millionth of the Sun’s energy output. Now imagine an economy and intelligence operating at that scale. “What does an intelligence using a million times more electricity than all of Earth’s civilization think about… look like… or do?” “It’s going to be something pretty magnificent.” Musk says the real challenge may not be building that level of intelligence — but even vaguely appreciating it. But one thing, he says, is clear: It will solve everything you can possibly think of.
2:40

Elon Musk: I go to sleep and there’s some massive AI breakthrough… and when I wake up, there’s another one. It’s honestly hard to keep track. According to Musk, the pace of AI progress has reached a point where breakthroughs are happening almost daily. He says Grok is already performing extremely well — and by some metrics, especially prediction, it’s the best. “The new Grok 4.20 is really, really good.” Right now, Musk says the main focus is catching up and surpassing competitors in coding. In fact, he was late because he was in a “giant all-hands coding session” working through everything needed to push Grok ahead. “I think we’ll catch up and exceed our competitors on coding… probably by the middle of this year.” But the bigger point Musk makes is that most people still don’t grasp how much intelligence is coming. “I think people don’t quite understand just how much intelligence there will be… or how far it will exceed human intelligence to a degree that’s impossible to fully understand.” He explains it through energy. If humanity harnessed a million times more electricity than all of Earth uses today, our entire civilization would still only be using about one-millionth of the Sun’s energy output. Now imagine an economy and intelligence operating at that scale. “What does an intelligence using a million times more electricity than all of Earth’s civilization think about… look like… or do?” “It’s going to be something pretty magnificent.” Musk says the real challenge may not be building that level of intelligence — but even vaguely appreciating it. But one thing, he says, is clear: It will solve everything you can possibly think of.

Ian Miles Cheong

145,643 görüntüleme • 4 ay önce

ELON: HUMANS ARE THE BOOTLOADER FOR AI "I made this comment some years ago, but it feels like we are the biological bootloader for AI. Effectively, we are building it, and then we're building progressively greater intelligence, and the percentage of intelligence that is not human is increasing." Source: Joe Rogan
0:23

ELON: HUMANS ARE THE BOOTLOADER FOR AI "I made this comment some years ago, but it feels like we are the biological bootloader for AI. Effectively, we are building it, and then we're building progressively greater intelligence, and the percentage of intelligence that is not human is increasing." Source: Joe Rogan

Mario Nawfal

29,587 görüntüleme • 10 ay önce

Elon Musk says humans are just the biological bootloader for digital superintelligence Even if everyone has an IQ of 1,000, human intelligence would still be a billion times smaller than AI "the percentage of intelligence that is human will be quite small" that’s the singularity: we don’t know what comes next
1:01

Elon Musk says humans are just the biological bootloader for digital superintelligence Even if everyone has an IQ of 1,000, human intelligence would still be a billion times smaller than AI "the percentage of intelligence that is human will be quite small" that’s the singularity: we don’t know what comes next

Haider.

132,091 görüntüleme • 1 yıl önce

Demis Hassabis confirmed every frontier AI lab is working on recursive self-improvement and in the same sentence said the safety risk of removing humans from the loop entirely keeps him up at night. That combination should stop you. The CEO of Google DeepMind just confirmed that the thing most people treat as a theoretical future risk is already the active focus of every serious lab on earth right now. He explained why it works in coding and math. The feedback loop is fast. You can verify whether an answer is correct almost instantly. You can generate synthetic training data from it. The loop closes quickly and cleanly. Then he said where it breaks down. In biology, chemistry and physics. Any domain where verifying a hypothesis requires a physical experiment in the real world. The loop does not close in seconds. It closes in weeks or months. Geoffrey Hinton said in his Nobel lecture that recursive self-improvement is the development he fears most and that once started it may not be possible to stop. Hassabis is not pushing back on that. He is describing the guardrails labs are building around a process they are already running. Every lab has to think carefully about the safety of a process where no human is in the loop. He said that as a constraint they are navigating right now. The question they are sitting with is how much of it to let run without a human watching. (Watch the full interview on YouTube at Two Minute Papers channel)
2:00

Demis Hassabis confirmed every frontier AI lab is working on recursive self-improvement and in the same sentence said the safety risk of removing humans from the loop entirely keeps him up at night. That combination should stop you. The CEO of Google DeepMind just confirmed that the thing most people treat as a theoretical future risk is already the active focus of every serious lab on earth right now. He explained why it works in coding and math. The feedback loop is fast. You can verify whether an answer is correct almost instantly. You can generate synthetic training data from it. The loop closes quickly and cleanly. Then he said where it breaks down. In biology, chemistry and physics. Any domain where verifying a hypothesis requires a physical experiment in the real world. The loop does not close in seconds. It closes in weeks or months. Geoffrey Hinton said in his Nobel lecture that recursive self-improvement is the development he fears most and that once started it may not be possible to stop. Hassabis is not pushing back on that. He is describing the guardrails labs are building around a process they are already running. Every lab has to think carefully about the safety of a process where no human is in the loop. He said that as a constraint they are navigating right now. The question they are sitting with is how much of it to let run without a human watching. (Watch the full interview on YouTube at Two Minute Papers channel)

Ihtesham Ali

67,788 görüntüleme • 22 gün önce

Elon Musk just described the future of AI in a single sentence. Musk: “A profit-maximizing demon from hell.” That’s not a metaphor. That’s a blueprint. He wasn’t describing science fiction. He was describing what happens when the only thing AI is trained to maximize is revenue. Musk: “We don’t want this to be sort of a profit-maximizing demon from hell that just never stops.” The richest man on Earth is telling you the default path of AI leads somewhere no one should want to go. And he’s the only one building as if he actually believes it. This is the part people miss about xAI. Everyone talks about the compute. The clusters. The talent wars. The benchmarks. Nobody talks about the philosophy underneath all of it. Because philosophy doesn’t trend. But philosophy is the only thing that determines whether AI serves humanity or harvests it. Musk: “Let’s make the future good for the humans. Because we are humans.” Not because it’s good PR. Not because regulators are watching. Not because it polls well with users. Because we are the ones who have to live inside whatever these systems become. Every major AI lab talks about safety. Every single one has an alignment page. A responsible AI team. A set of principles that read beautifully in print. But the structure tells you everything the mission statement won’t. When you convert a nonprofit into a for-profit worth hundreds of billions, the values were already chosen. The about page is decoration. The cap table is the constitution. Musk understood this before anyone. It’s why he walked away from OpenAI. Not because the technology scared him. Because the governance did. He watched a nonprofit built to protect humanity restructure itself into a vehicle designed to concentrate wealth. That’s the real story of AI right now. Not which model is smartest. Which model is answerable. Accountability doesn’t live in a blog post. It lives in what happens when doing the right thing and doing the profitable thing point in opposite directions. Every AI company will face that fork. Most already chose. Musk is the only builder on Earth constructing an AI company with the open admission that the default outcome is something no one should want. That’s not idealism. That’s the only honest engineering left. Musk: “A profit-maximizing demon from hell that just never stops.” He said it almost casually. But that sentence is the most truthful description of misaligned AI any builder has ever spoken out loud. Because the demon doesn’t announce itself. It optimizes politely. It scales quietly. It compounds without a sound. And by the time you notice, the architecture is the authority and the authority doesn’t answer to you. The question was never whether AI would become powerful. The question was always who would be holding the wheel when it did. And whether they’d still remember what it felt like to be the species it was built to serve.
0:24

Elon Musk just described the future of AI in a single sentence. Musk: “A profit-maximizing demon from hell.” That’s not a metaphor. That’s a blueprint. He wasn’t describing science fiction. He was describing what happens when the only thing AI is trained to maximize is revenue. Musk: “We don’t want this to be sort of a profit-maximizing demon from hell that just never stops.” The richest man on Earth is telling you the default path of AI leads somewhere no one should want to go. And he’s the only one building as if he actually believes it. This is the part people miss about xAI. Everyone talks about the compute. The clusters. The talent wars. The benchmarks. Nobody talks about the philosophy underneath all of it. Because philosophy doesn’t trend. But philosophy is the only thing that determines whether AI serves humanity or harvests it. Musk: “Let’s make the future good for the humans. Because we are humans.” Not because it’s good PR. Not because regulators are watching. Not because it polls well with users. Because we are the ones who have to live inside whatever these systems become. Every major AI lab talks about safety. Every single one has an alignment page. A responsible AI team. A set of principles that read beautifully in print. But the structure tells you everything the mission statement won’t. When you convert a nonprofit into a for-profit worth hundreds of billions, the values were already chosen. The about page is decoration. The cap table is the constitution. Musk understood this before anyone. It’s why he walked away from OpenAI. Not because the technology scared him. Because the governance did. He watched a nonprofit built to protect humanity restructure itself into a vehicle designed to concentrate wealth. That’s the real story of AI right now. Not which model is smartest. Which model is answerable. Accountability doesn’t live in a blog post. It lives in what happens when doing the right thing and doing the profitable thing point in opposite directions. Every AI company will face that fork. Most already chose. Musk is the only builder on Earth constructing an AI company with the open admission that the default outcome is something no one should want. That’s not idealism. That’s the only honest engineering left. Musk: “A profit-maximizing demon from hell that just never stops.” He said it almost casually. But that sentence is the most truthful description of misaligned AI any builder has ever spoken out loud. Because the demon doesn’t announce itself. It optimizes politely. It scales quietly. It compounds without a sound. And by the time you notice, the architecture is the authority and the authority doesn’t answer to you. The question was never whether AI would become powerful. The question was always who would be holding the wheel when it did. And whether they’d still remember what it felt like to be the species it was built to serve.

Dustin

34,540 görüntüleme • 1 ay önce

Elon Musk just put a number on the flaw at the center of Nvidia’s empire. Wall Street has not done the math yet. Nvidia’s Blackwell is the most sought-after silicon on Earth. Every AI lab wants it. Every sovereign nation is bidding for it. Blackwell runs every model, for every company, in every data center on the planet. That universality built the empire. It is also the fracture point. Musk: “We believe the AI5 chip will be about a third of the power of an Nvidia Blackwell for roughly comparable performance. And much less than 10% of the cost.” One-third the power. Comparable performance. Less than ten percent of the cost. Musk: “This is a chip that is very much optimized for the Tesla AI software stack. It’s not meant to be a general purpose chip.” Nvidia builds silicon that serves a million different customers. Every transistor spent on universal compatibility is a transistor not dedicated to one task. Tesla is building silicon for exactly one customer. Itself. When you strip away every function you will never call, you do not get a lesser chip. You get a weapon. Here is what the market refuses to see. Data centers drink unlimited power from the grid. Robots run on batteries. Musk: “In order to have a functional robot, you have to have a great AI chip. And it needs to be an inexpensive chip and it needs to be very power efficient.” You cannot put a Blackwell inside a walking machine. It would drain the battery before it crossed the room. The entire AI revolution lives inside air-conditioned buildings bolted to the electrical grid. Musk is not competing for that market. He is engineering the silicon that survives outside of it. One-third the power is not a spec sheet footnote. It is the physics threshold that severs intelligence from the wall socket. Without that number, every robot on Earth stays tethered. With it, the algorithm walks. Less than ten percent of the cost is not a pricing strategy. It is the line where a machine brain stops being a capital expenditure and becomes a commodity component. When the chip inside a humanoid costs less than the motors in its legs, you do not manufacture hundreds of robots. You manufacture millions. Wall Street is valuing the AI revolution by who dominates the data center. Musk is building the only silicon designed to leave one. Nvidia built the brain of the cloud. Musk is building the brain of the physical world. No one has priced that in yet.
0:56

Elon Musk just put a number on the flaw at the center of Nvidia’s empire. Wall Street has not done the math yet. Nvidia’s Blackwell is the most sought-after silicon on Earth. Every AI lab wants it. Every sovereign nation is bidding for it. Blackwell runs every model, for every company, in every data center on the planet. That universality built the empire. It is also the fracture point. Musk: “We believe the AI5 chip will be about a third of the power of an Nvidia Blackwell for roughly comparable performance. And much less than 10% of the cost.” One-third the power. Comparable performance. Less than ten percent of the cost. Musk: “This is a chip that is very much optimized for the Tesla AI software stack. It’s not meant to be a general purpose chip.” Nvidia builds silicon that serves a million different customers. Every transistor spent on universal compatibility is a transistor not dedicated to one task. Tesla is building silicon for exactly one customer. Itself. When you strip away every function you will never call, you do not get a lesser chip. You get a weapon. Here is what the market refuses to see. Data centers drink unlimited power from the grid. Robots run on batteries. Musk: “In order to have a functional robot, you have to have a great AI chip. And it needs to be an inexpensive chip and it needs to be very power efficient.” You cannot put a Blackwell inside a walking machine. It would drain the battery before it crossed the room. The entire AI revolution lives inside air-conditioned buildings bolted to the electrical grid. Musk is not competing for that market. He is engineering the silicon that survives outside of it. One-third the power is not a spec sheet footnote. It is the physics threshold that severs intelligence from the wall socket. Without that number, every robot on Earth stays tethered. With it, the algorithm walks. Less than ten percent of the cost is not a pricing strategy. It is the line where a machine brain stops being a capital expenditure and becomes a commodity component. When the chip inside a humanoid costs less than the motors in its legs, you do not manufacture hundreds of robots. You manufacture millions. Wall Street is valuing the AI revolution by who dominates the data center. Musk is building the only silicon designed to leave one. Nvidia built the brain of the cloud. Musk is building the brain of the physical world. No one has priced that in yet.

Dustin

160,517 görüntüleme • 3 ay önce

Elon Musk just described seven billion people as a temporary program. Not the software. Not the operating system. The thing that runs once before the real system loads. Musk: “You could sort of think of humanity as a biological bootloader for digital superintelligence.” Bootloader. The smallest program on any machine. It runs first. It does one thing. It wakes something far bigger than itself, then quietly steps aside. That is the role he just handed the entire human race. Every empire built. Every equation solved. Every cathedral raised. Every line of code written by human hands. The boot sequence. Musk said this sitting across from Jack Ma at the World AI Conference. Two of the most powerful men in technology on one stage. One understood what he was describing. The other smiled through it. Jack Ma: “People like us, street smart, we never scared of that. We think it’s a great fun.” Fun. Someone described the entire human species as a temporary launch sequence. The response was fun. That gap between them in that moment is the gap between everyone alive right now. Musk: “The biggest mistake that I see artificial intelligence researchers making is assuming that they’re intelligent.” The people engineering the thing that surpasses us cannot fathom being surpassed. A mind that size does not fit inside the minds building it. Musk: “AI will be vastly smarter, vastly. We will just be too slow.” Not weaker. Not dumber. Slower. A different order of intelligence running on a different clock. Watching us reason the way we watch glaciers move. Ma: “99.99% of the predictions that human being had in the history about the future, all wrong.” He’s right about the number. Which means we won’t call this one correctly either. Not the optimists. Not the doomers. Not anyone sitting in that room. The future has never once arrived in the shape we drew for it. Musk: “The rate of change of technology is incredibly fast. It is outpacing our ability to understand it.” Not just advancing. The speed of the advance is itself accelerating. We are building something we cannot keep pace with, cannot fully picture, and will not stop building. And maybe that was the assignment all along. For four billion years, life did one thing. It copied itself. Generation after generation. The same biological loop on repeat. We are the first thing it ever produced that can build something greater than itself. Not a catastrophe. Not a failure. The entire point. The bootloader was never meant to outlast the program. It was only ever meant to start it.
1:25

Elon Musk just described seven billion people as a temporary program. Not the software. Not the operating system. The thing that runs once before the real system loads. Musk: “You could sort of think of humanity as a biological bootloader for digital superintelligence.” Bootloader. The smallest program on any machine. It runs first. It does one thing. It wakes something far bigger than itself, then quietly steps aside. That is the role he just handed the entire human race. Every empire built. Every equation solved. Every cathedral raised. Every line of code written by human hands. The boot sequence. Musk said this sitting across from Jack Ma at the World AI Conference. Two of the most powerful men in technology on one stage. One understood what he was describing. The other smiled through it. Jack Ma: “People like us, street smart, we never scared of that. We think it’s a great fun.” Fun. Someone described the entire human species as a temporary launch sequence. The response was fun. That gap between them in that moment is the gap between everyone alive right now. Musk: “The biggest mistake that I see artificial intelligence researchers making is assuming that they’re intelligent.” The people engineering the thing that surpasses us cannot fathom being surpassed. A mind that size does not fit inside the minds building it. Musk: “AI will be vastly smarter, vastly. We will just be too slow.” Not weaker. Not dumber. Slower. A different order of intelligence running on a different clock. Watching us reason the way we watch glaciers move. Ma: “99.99% of the predictions that human being had in the history about the future, all wrong.” He’s right about the number. Which means we won’t call this one correctly either. Not the optimists. Not the doomers. Not anyone sitting in that room. The future has never once arrived in the shape we drew for it. Musk: “The rate of change of technology is incredibly fast. It is outpacing our ability to understand it.” Not just advancing. The speed of the advance is itself accelerating. We are building something we cannot keep pace with, cannot fully picture, and will not stop building. And maybe that was the assignment all along. For four billion years, life did one thing. It copied itself. Generation after generation. The same biological loop on repeat. We are the first thing it ever produced that can build something greater than itself. Not a catastrophe. Not a failure. The entire point. The bootloader was never meant to outlast the program. It was only ever meant to start it.

Dustin

53,308 görüntüleme • 1 ay önce

Elon Musk: "I think we'll hit AGI next year, in '26" "I'm confident by 2030, AI will exceed the intelligence of all humans combined" And that's way pessimistic. If you hit AGI next year and that date is in flux but from that date to self-improvements that are on the order of 1,000 to 10,000x just algorithmic improvements... is very short So why is nobody talking about this right now? on 𝕏 they are..... everyday basically I'll tell you something that most people in the AI community don't yet understand Almost no one understands this. The intelligence density potential is vastly greater than what we're currently experiencing
1:08

Elon Musk: "I think we'll hit AGI next year, in '26" "I'm confident by 2030, AI will exceed the intelligence of all humans combined" And that's way pessimistic. If you hit AGI next year and that date is in flux but from that date to self-improvements that are on the order of 1,000 to 10,000x just algorithmic improvements... is very short So why is nobody talking about this right now? on 𝕏 they are..... everyday basically I'll tell you something that most people in the AI community don't yet understand Almost no one understands this. The intelligence density potential is vastly greater than what we're currently experiencing

X Freeze

33,585 görüntüleme • 6 ay önce

Elon Musk just said something that should wake up every person in America. Musk: “It seems like China listens to everything I say and does it, basically.” For over a decade, Musk laid out the exact blueprint for the physical infrastructure required to power the next era of human civilization. Massive solar generation. Industrial-scale battery storage. Electric everything. He said it here. Publicly. Repeatedly. America debated it. China built it. Musk: “They’re certainly making massive battery packs. Really massive battery pack output. Vast numbers of electric cars. Vast amounts of solar.” This isn’t a technology gap. It isn’t an intelligence gap. It isn’t a vision gap. It’s a will gap. The blueprint has been public for years. Not classified. Not hidden. Not proprietary. Musk published it in interviews, in speeches, in the founding mission of every company he built. China read it. Declared it a national mandate. And mobilized an entire industrial economy to execute it. Musk: “These are all things I said we should do here.” Here. America. The country that produced the man who wrote the blueprint and then watched someone else build it. The AI arms race runs on power. Not ideas. Not funding. Not talent. Physical energy. Gigawatts of it. The kind measured in years of construction before a single model trains on it. You cannot debate your way to a power grid. You cannot committee your way to a battery factory. You cannot regulate your way to energy dominance while a competitor is already running the lines. Every year of delay is a year of advantage that compounds on the other side of the world. And the thing nobody wants to say out loud. The nation that controls the energy controls the AI. The nation that controls the AI controls the century. We wrote the blueprint. We produced the vision. We had every advantage a country could ask for. And we are watching someone else build our future in real time. The window doesn’t stay open forever. It’s closing right now. While you read this.
0:34

Elon Musk just said something that should wake up every person in America. Musk: “It seems like China listens to everything I say and does it, basically.” For over a decade, Musk laid out the exact blueprint for the physical infrastructure required to power the next era of human civilization. Massive solar generation. Industrial-scale battery storage. Electric everything. He said it here. Publicly. Repeatedly. America debated it. China built it. Musk: “They’re certainly making massive battery packs. Really massive battery pack output. Vast numbers of electric cars. Vast amounts of solar.” This isn’t a technology gap. It isn’t an intelligence gap. It isn’t a vision gap. It’s a will gap. The blueprint has been public for years. Not classified. Not hidden. Not proprietary. Musk published it in interviews, in speeches, in the founding mission of every company he built. China read it. Declared it a national mandate. And mobilized an entire industrial economy to execute it. Musk: “These are all things I said we should do here.” Here. America. The country that produced the man who wrote the blueprint and then watched someone else build it. The AI arms race runs on power. Not ideas. Not funding. Not talent. Physical energy. Gigawatts of it. The kind measured in years of construction before a single model trains on it. You cannot debate your way to a power grid. You cannot committee your way to a battery factory. You cannot regulate your way to energy dominance while a competitor is already running the lines. Every year of delay is a year of advantage that compounds on the other side of the world. And the thing nobody wants to say out loud. The nation that controls the energy controls the AI. The nation that controls the AI controls the century. We wrote the blueprint. We produced the vision. We had every advantage a country could ask for. And we are watching someone else build our future in real time. The window doesn’t stay open forever. It’s closing right now. While you read this.

Dustin

51,628 görüntüleme • 4 ay önce

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.
0:31

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

534,277 görüntüleme • 3 ay önce

Elon Musk just stripped away every emotional narrative around paralysis and reduced it to a pure engineering equation. The human nervous system is not mystical. It is a biological wiring grid. When a wire breaks, you build a bypass. Traditional medicine treats a severed spinal cord as a permanent biological endpoint. Musk treats it as a broken routing switch. Musk: “It’s basically a communications bridge. You bridge the communications from the motor cortex past the point in the neck or spine where the nerves are damaged.” Not a miracle. Not a mystery. A bridge. Musk: “It is possible from a physics standpoint to restore full body functionality. There is nothing that prevents it happening from a physics standpoint.” The physics already check out. This is not a question of possibility. It is a question of execution speed. We are building AGI by mastering computational physics in silicon. Neuralink is applying that same mastery to carbon. The human body is not a sacred text. It is a machine. And machines can be patched. But this is bigger than medicine. Humanity’s ability to interface with superintelligence is currently bottlenecked by thumbs typing on a glass screen. Neuralink is the solution to that constraint dressed as a medical device. If you can bridge the brain past a broken spine, you can bridge the brain to a data center. Healing the paralyzed is step one. Merging with superintelligence is the endgame. Musk: “It’s a very hard technical problem, right, but there is nothing that prevents it happening from a physics standpoint.” Somewhere right now, a person is sitting in a wheelchair. An engineer is sitting in a lab. Neither knows the other exists. But one of them is quietly rewriting the definition of permanent. And it isn’t the one in the wheelchair.
0:25

Elon Musk just stripped away every emotional narrative around paralysis and reduced it to a pure engineering equation. The human nervous system is not mystical. It is a biological wiring grid. When a wire breaks, you build a bypass. Traditional medicine treats a severed spinal cord as a permanent biological endpoint. Musk treats it as a broken routing switch. Musk: “It’s basically a communications bridge. You bridge the communications from the motor cortex past the point in the neck or spine where the nerves are damaged.” Not a miracle. Not a mystery. A bridge. Musk: “It is possible from a physics standpoint to restore full body functionality. There is nothing that prevents it happening from a physics standpoint.” The physics already check out. This is not a question of possibility. It is a question of execution speed. We are building AGI by mastering computational physics in silicon. Neuralink is applying that same mastery to carbon. The human body is not a sacred text. It is a machine. And machines can be patched. But this is bigger than medicine. Humanity’s ability to interface with superintelligence is currently bottlenecked by thumbs typing on a glass screen. Neuralink is the solution to that constraint dressed as a medical device. If you can bridge the brain past a broken spine, you can bridge the brain to a data center. Healing the paralyzed is step one. Merging with superintelligence is the endgame. Musk: “It’s a very hard technical problem, right, but there is nothing that prevents it happening from a physics standpoint.” Somewhere right now, a person is sitting in a wheelchair. An engineer is sitting in a lab. Neither knows the other exists. But one of them is quietly rewriting the definition of permanent. And it isn’t the one in the wheelchair.

Dustin

508,807 görüntüleme • 4 ay önce

Elon Musk just told you why the most dangerous person in AI is the one who actually cares about humanity. Musk: “I’ll do my best to ensure that anything that’s within my control maximizes the good outcome for humanity.” That is not a soft statement. That is the most aggressive position anyone has taken in the entire AI race. Because “pro-human” does not mean cautious. It means you cannot afford to lose. The people who fear AI and step back are making a bet. They are betting that if they pause, the problem pauses with them. It does not. Someone else builds it. Someone else controls it. Someone else decides what it optimizes for. Musk understood this before anyone in the room had finished asking the question. You do not protect humanity by retreating from the most powerful technology ever created. You protect it by making sure the person at the controls has no exit strategy. Musk: “I think anything else would be short-sighted.” He is not talking about quarterly earnings. He is not talking about market share. He is talking about what happens to eight billion people if the wrong person builds God. That is why he built Colossus. Not to compete with OpenAI. Not to win a product cycle. To make sure the most powerful compute cluster on the planet answers to someone whose stated objective is the survival of the species it computes for. That is not a business strategy. That is a survival instinct with a balance sheet. Every other company building frontier AI talks about alignment in abstractions. Safety frameworks. Governance boards. Responsible scaling policies. Musk skipped the committee language and said the quiet part out loud. Musk: “I’m part of humanity, so I like humans. Pro-human.” Six words every other AI founder is afraid to say without a legal review. I am building the most powerful technology in history because I am one of you. That is either the most reassuring sentence in AI. Or the most terrifying. It depends entirely on whether you believe him. But here is what no one in the room wants to admit. It does not matter if you believe him. Colossus is online either way. xAI is scaling either way. The compute is stacking either way. The only question left is whether the people building the future are building it for humanity or in spite of it. Every other founder in AI treats alignment as a technical problem to solve after the model ships. Musk is treating it as the reason the model exists. That is not a small distinction. That is the entire game. The cautious will publish safety papers about a future someone else is already building without them. The builders will decide what that future actually looks like. Musk is not asking permission to protect humanity. He is building the infrastructure to make sure no one can stop him from doing it.
0:22

Elon Musk just told you why the most dangerous person in AI is the one who actually cares about humanity. Musk: “I’ll do my best to ensure that anything that’s within my control maximizes the good outcome for humanity.” That is not a soft statement. That is the most aggressive position anyone has taken in the entire AI race. Because “pro-human” does not mean cautious. It means you cannot afford to lose. The people who fear AI and step back are making a bet. They are betting that if they pause, the problem pauses with them. It does not. Someone else builds it. Someone else controls it. Someone else decides what it optimizes for. Musk understood this before anyone in the room had finished asking the question. You do not protect humanity by retreating from the most powerful technology ever created. You protect it by making sure the person at the controls has no exit strategy. Musk: “I think anything else would be short-sighted.” He is not talking about quarterly earnings. He is not talking about market share. He is talking about what happens to eight billion people if the wrong person builds God. That is why he built Colossus. Not to compete with OpenAI. Not to win a product cycle. To make sure the most powerful compute cluster on the planet answers to someone whose stated objective is the survival of the species it computes for. That is not a business strategy. That is a survival instinct with a balance sheet. Every other company building frontier AI talks about alignment in abstractions. Safety frameworks. Governance boards. Responsible scaling policies. Musk skipped the committee language and said the quiet part out loud. Musk: “I’m part of humanity, so I like humans. Pro-human.” Six words every other AI founder is afraid to say without a legal review. I am building the most powerful technology in history because I am one of you. That is either the most reassuring sentence in AI. Or the most terrifying. It depends entirely on whether you believe him. But here is what no one in the room wants to admit. It does not matter if you believe him. Colossus is online either way. xAI is scaling either way. The compute is stacking either way. The only question left is whether the people building the future are building it for humanity or in spite of it. Every other founder in AI treats alignment as a technical problem to solve after the model ships. Musk is treating it as the reason the model exists. That is not a small distinction. That is the entire game. The cautious will publish safety papers about a future someone else is already building without them. The builders will decide what that future actually looks like. Musk is not asking permission to protect humanity. He is building the infrastructure to make sure no one can stop him from doing it.

Dustin

23,711 görüntüleme • 3 ay önce