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Elon Musk says the AI community underestimates "intelligence density" potential by two orders of magnitude We could extract 100x more intelligence per gigabyte, per watt, per transistor — just from algorithmic improvements alone "we're looking at 10x smarter AI every year"

Haider.

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126,499 次观看 • 6 个月前 •via X (Twitter)

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2026: AGI achieved. 2030: AI surpasses the intelligence of all humans combined. Intelligence density per gigabyte: 10x improvement per year.

2026: AGI achieved. 2030: AI surpasses the intelligence of all humans combined. Intelligence density per gigabyte: 10x improvement per year.

Peter H. Diamandis, MD

74,051 次观看 • 6 个月前

ELON MUSK: AI IS ABOUT TO GET 100× SMARTER THAN MOST PEOPLE EXPECT Most people in the AI community don't yet understand this, the intelligence density potential is vastly greater than what we're currently experiencing I think we're off by two orders of magnitude in terms of the intelligence density per gigabyte of file size. If you have intelligence per parameter on your laptop, it’s the same thing So, two orders of magnitude... that’s just algorithmic improvement using the same computer And the computers are getting better and bigger. They’re getting better, and the budgets are getting bigger So that’s why I think it is like a 10x improvement per year a thousand percent. And that’s going to happen for the foreseeable future

ELON MUSK: AI IS ABOUT TO GET 100× SMARTER THAN MOST PEOPLE EXPECT Most people in the AI community don't yet understand this, the intelligence density potential is vastly greater than what we're currently experiencing I think we're off by two orders of magnitude in terms of the intelligence density per gigabyte of file size. If you have intelligence per parameter on your laptop, it’s the same thing So, two orders of magnitude... that’s just algorithmic improvement using the same computer And the computers are getting better and bigger. They’re getting better, and the budgets are getting bigger So that’s why I think it is like a 10x improvement per year a thousand percent. And that’s going to happen for the foreseeable future

X Freeze

43,113 次观看 • 6 个月前

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.

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

1,553,639 次观看 • 5 个月前

TESLA ISN'T JUST AHEAD IN AI, IT'S AN ORDER OF MAGNITUDE MORE EFFICIENT THAN THE REST OF THE WORLD "I actually think Tesla is ahead of the rest of the world in intelligence density of AI by an order of magnitude or more This is going to sound like a pretty bold statement, but I know what the intelligence efficiency of the big models are like, Grok and a bunch of the other models Tesla’s AI is, in terms of its memory efficiency, I think more than an order of magnitude better. The Tesla AI is very compute-efficient and very memory-efficient One of the metrics one should consider for any given AI model is the intelligence per gigabyte. Especially when you’re constrained on RAM, having an AI that has very high intelligence density per gigabyte for a given number of gigabytes, how much functionality can you get out of it" - Elon Musk

TESLA ISN'T JUST AHEAD IN AI, IT'S AN ORDER OF MAGNITUDE MORE EFFICIENT THAN THE REST OF THE WORLD "I actually think Tesla is ahead of the rest of the world in intelligence density of AI by an order of magnitude or more This is going to sound like a pretty bold statement, but I know what the intelligence efficiency of the big models are like, Grok and a bunch of the other models Tesla’s AI is, in terms of its memory efficiency, I think more than an order of magnitude better. The Tesla AI is very compute-efficient and very memory-efficient One of the metrics one should consider for any given AI model is the intelligence per gigabyte. Especially when you’re constrained on RAM, having an AI that has very high intelligence density per gigabyte for a given number of gigabytes, how much functionality can you get out of it" - Elon Musk

X Freeze

62,736 次观看 • 6 个月前

Elon Musk says AI is improving at the rate of at least 10x per year and will be able to do anything a human can do in a year or two and be equal to the intelligence of all humans combined 3 years after that

Elon Musk says AI is improving at the rate of at least 10x per year and will be able to do anything a human can do in a year or two and be equal to the intelligence of all humans combined 3 years after that

Tsarathustra

160,593 次观看 • 1 年前

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

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 次观看 • 6 个月前

ELON MUSK: We could hit AGI as soon as this year, and by around 2030 AI could exceed the intelligence of all humans combined.

ELON MUSK: We could hit AGI as soon as this year, and by around 2030 AI could exceed the intelligence of all humans combined.

DogeDesigner

58,704 次观看 • 6 个月前

Elon Musk AI will likely surpass the intelligence of the smartest individual human within the next year or two ...and by around 2029 or 2030, it could potentially surpass the combined intelligence of all humans

Elon Musk AI will likely surpass the intelligence of the smartest individual human within the next year or two ...and by around 2029 or 2030, it could potentially surpass the combined intelligence of all humans

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Eric Schmidt says the cost of AI answers is dropping 10x every year it's not just cheaper tokens -- it's better algorithms, smarter context handling, and faster computation "the industrialization of intelligence is here"

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Haider.

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Eric Schmidt says the cost of intelligence is falling 10x per year. “It's essentially the industrialization of platforms.” What engines did in 70 years, AI is replicating in 5. A new fab layer for civilization is booting up.

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vitrupo

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Sam Altman says an AI glut is inevitable, maybe in 2-3 years, maybe 5-6, and likely more than once Costs have fallen 40x per year per unit of intelligence, which strains infrastructure "if breakthroughs continue, personal AGIs could run on laptops" We expect demand to grow, but some people will get burned

Sam Altman says an AI glut is inevitable, maybe in 2-3 years, maybe 5-6, and likely more than once Costs have fallen 40x per year per unit of intelligence, which strains infrastructure "if breakthroughs continue, personal AGIs could run on laptops" We expect demand to grow, but some people will get burned

Haider.

977,646 次观看 • 9 个月前

🚨 Elon Musk Says Grok 5 Has a Chance of Achieving Artificial General Intelligence “Grok 5 will be the smartest AI in the world by a significant margin on every metric, without exception … Grok 5 is the first time where I thought we have a non-zero chance of achieving artificial general intelligence.” 📸 Elon Musk

🚨 Elon Musk Says Grok 5 Has a Chance of Achieving Artificial General Intelligence “Grok 5 will be the smartest AI in the world by a significant margin on every metric, without exception … Grok 5 is the first time where I thought we have a non-zero chance of achieving artificial general intelligence.” 📸 Elon Musk

Chief Nerd

45,185 次观看 • 8 个月前

ARR per FTE is a measure we're looking at more and more for AI companies. The very best AI companies are seeing $500k+ ARR/FTE, a bump from what we historically saw for SaaS businesses, as immense demand for AI products drives efficiency. a16z

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David George

21,805 次观看 • 5 个月前

ELON: BIRTH RATES CRASH, AI RISES TO INHERIT THE PLANET "Because of population declines and low birth rates, human intelligence is somewhat plateauing, and will, actually, decline. My guess is that we might have AI smarter than any single human as soon as next year. Probably by 2030, AI is smarter than the sum of all humans." Source: Elon Musk, ALL Accor-In Podcast, September 10, 2025

ELON: BIRTH RATES CRASH, AI RISES TO INHERIT THE PLANET "Because of population declines and low birth rates, human intelligence is somewhat plateauing, and will, actually, decline. My guess is that we might have AI smarter than any single human as soon as next year. Probably by 2030, AI is smarter than the sum of all humans." Source: Elon Musk, ALL Accor-In Podcast, September 10, 2025

Mario Nawfal

144,258 次观看 • 10 个月前

ELON MUSK: "We see a path to putting 100 gigawatts per year of solar-powered AI satellite into orbit. And having this be actually the lowest cost way to power and operate AI at a very large scale For reference, the United States consumes roughly 460 gigawatts on average per year. Because the average power load in the US is 460 gigawatts"

ELON MUSK: "We see a path to putting 100 gigawatts per year of solar-powered AI satellite into orbit. And having this be actually the lowest cost way to power and operate AI at a very large scale For reference, the United States consumes roughly 460 gigawatts on average per year. Because the average power load in the US is 460 gigawatts"

X Freeze

9,044,529 次观看 • 8 个月前

Elon Musk: I don’t know what’s going to happen in 10 years… but at the rate AI is progressing, we may have AI smarter than any human by the end of this year — or no later than next year. By 2030, AI could be smarter than all of humanity combined. This isn’t sci-fi anymore. We’re watching history accelerate in real time.

Elon Musk: I don’t know what’s going to happen in 10 years… but at the rate AI is progressing, we may have AI smarter than any human by the end of this year — or no later than next year. By 2030, AI could be smarter than all of humanity combined. This isn’t sci-fi anymore. We’re watching history accelerate in real time.

Ian Miles Cheong

32,288 次观看 • 6 个月前

Here’s Elon Musk explaining that SpaceX could launch up to one terawatt per year of AI compute capacity into Earth orbit — equivalent to the power output of roughly 1,000 nuclear power plants. “The next step beyond Earth data centers is our Earth orbital data centers. And we'll be launching with SpaceX orbital data centers at the 100-to-200-gigawatt-per-year level. Not cumulative, per year. And ultimately, we see a path to maybe launching as much as a terawatt per year of compute from Earth. But what if you want to go beyond a mere terawatt per year? In order to do that, you have to go to the Moon. So by having factories on the Moon, building AI satellites, and having a mass driver, which is the kind of thing you really only learn about in or read about in science fiction, but we're going to make it real. We're actually going to have a mass driver on the Moon. And if you do that, you can go several orders of magnitude greater. You can go to 1,000 gigawatts or more per year and ultimately get to maybe a millionth and then a thousandth and maybe even a few percent of the Sun's energy.” xAI All-Hands, February 10, 2026

Here’s Elon Musk explaining that SpaceX could launch up to one terawatt per year of AI compute capacity into Earth orbit — equivalent to the power output of roughly 1,000 nuclear power plants. “The next step beyond Earth data centers is our Earth orbital data centers. And we'll be launching with SpaceX orbital data centers at the 100-to-200-gigawatt-per-year level. Not cumulative, per year. And ultimately, we see a path to maybe launching as much as a terawatt per year of compute from Earth. But what if you want to go beyond a mere terawatt per year? In order to do that, you have to go to the Moon. So by having factories on the Moon, building AI satellites, and having a mass driver, which is the kind of thing you really only learn about in or read about in science fiction, but we're going to make it real. We're actually going to have a mass driver on the Moon. And if you do that, you can go several orders of magnitude greater. You can go to 1,000 gigawatts or more per year and ultimately get to maybe a millionth and then a thousandth and maybe even a few percent of the Sun's energy.” xAI All-Hands, February 10, 2026

ELON CLIPS

21,962 次观看 • 4 个月前

At our latest YC Paper Club, researchers and builders presented on multi-GPU kernels, intelligence per watt, heterogeneous inference, and more. Thank you to our presenters: 0:00 – Francois Chaubard: The case for chip and kernel specialization 7:16 – Stuart Sul: Parallel Kittens - Systematic and Practical Simplification of Multi-GPU Al Kernels ( 21:29 – Jon Saad-Falcon: Intelligence per Watt - Measuring the Intelligence Efficiency of Local and Cloud AI ( 31:05 – Mark Saroufim: When Al Starts Writing Systems Code 47:04 – Misha Smelyanskiy: Why AI Inference Needs Heterogeneous Hardware 1:04:33 – Brennan Shacklett: Building a High-Throughput Game Engine that Runs ENTIRELY on the GPU (

At our latest YC Paper Club, researchers and builders presented on multi-GPU kernels, intelligence per watt, heterogeneous inference, and more. Thank you to our presenters: 0:00 – Francois Chaubard: The case for chip and kernel specialization 7:16 – Stuart Sul: Parallel Kittens - Systematic and Practical Simplification of Multi-GPU Al Kernels ( 21:29 – Jon Saad-Falcon: Intelligence per Watt - Measuring the Intelligence Efficiency of Local and Cloud AI ( 31:05 – Mark Saroufim: When Al Starts Writing Systems Code 47:04 – Misha Smelyanskiy: Why AI Inference Needs Heterogeneous Hardware 1:04:33 – Brennan Shacklett: Building a High-Throughput Game Engine that Runs ENTIRELY on the GPU (

Y Combinator

56,125 次观看 • 4 天前

Elon Musk explaining why we’ll need solar-powered AI satellites in space within the next five years. Not because it sounds futuristic, but because Earth simply can’t generate the energy needed for what’s coming. AI alone could require 300 gigawatts of power every year To put that into perspective, that’s almost two-thirds of the entire U.S. electricity output, just for AI. And scaling up to a terawatt per year? That’s beyond what Earth’s grids and infrastructure can handle. Space is the only place with the endless power supply AI will demand.

Elon Musk explaining why we’ll need solar-powered AI satellites in space within the next five years. Not because it sounds futuristic, but because Earth simply can’t generate the energy needed for what’s coming. AI alone could require 300 gigawatts of power every year To put that into perspective, that’s almost two-thirds of the entire U.S. electricity output, just for AI. And scaling up to a terawatt per year? That’s beyond what Earth’s grids and infrastructure can handle. Space is the only place with the endless power supply AI will demand.

SMX 🇺🇸

33,351 次观看 • 8 个月前

Elon Musk says he has mapped out a plan to put a 100 gigawatts per year of solar-powered AI satellites into orbit. “We see a path to putting a hundred gigawatts per year of solar powered Al satellite into orbit, and having this be actually the lowest cost way to power and operate Al at a very large scale. For reference, the United States consumes roughly 460 gigawatts on average per year. We have a plan mapped out to do so. It gets crazy.”

Elon Musk says he has mapped out a plan to put a 100 gigawatts per year of solar-powered AI satellites into orbit. “We see a path to putting a hundred gigawatts per year of solar powered Al satellite into orbit, and having this be actually the lowest cost way to power and operate Al at a very large scale. For reference, the United States consumes roughly 460 gigawatts on average per year. We have a plan mapped out to do so. It gets crazy.”

Nic Cruz Patane

267,484 次观看 • 8 个月前