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Demis Hassabis says solving energy unlocks humanity's path to a Type I civilization cheap clean energy enables desalination, space travel, and asteroid mining. "maximum human flourishing to the stars… waking up the universe" it all depends on getting AI right

Haider.

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16,958 просмотров • 1 год назад •via X (Twitter)

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Demis Hassabis says getting AI right could help us solve energy, and lift the limits on human progress. Abundant energy makes water trivial, infrastructure cheap, and expansion to the stars inevitable. “Bringing consciousness to the universe. Waking up the universe.”

Demis Hassabis says getting AI right could help us solve energy, and lift the limits on human progress. Abundant energy makes water trivial, infrastructure cheap, and expansion to the stars inevitable. “Bringing consciousness to the universe. Waking up the universe.”

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Demis Hassabis says AGI could bring radical abundance by solving humanity’s core problems like curing diseases, extending lifespans, and discovering advanced energy solutions. if successful, the next 20-30 years could begin an era of human flourishing: traveling to the stars and colonizing the galaxy

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"The way to think of AI in space is that in order to achieve any meaningful percentage of a Kardashev 2 scale civilization where you're using even a millionth of a billionth of the sun's energy. You must have solar powered AI satellites and in deep space." - Elon Musk The Kardashev Scale: Type I Civilization: capable of using all the energy available on its planet. Type II Civilization: capable of harnessing all the energy emitted by its star. Type III Civilization: capable of using all the energy available in its galaxy. by Grok Imagine

"The way to think of AI in space is that in order to achieve any meaningful percentage of a Kardashev 2 scale civilization where you're using even a millionth of a billionth of the sun's energy. You must have solar powered AI satellites and in deep space." - Elon Musk The Kardashev Scale: Type I Civilization: capable of using all the energy available on its planet. Type II Civilization: capable of harnessing all the energy emitted by its star. Type III Civilization: capable of using all the energy available in its galaxy. by Grok Imagine

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Elon Musk explains real AI safety: “The best thing I can come up with for AI safety is to make it a maximum truth-seeking AI, maximally curious. Have its optimization function be to understand the nature of the universe If that is its optimization function, it will actually want to preserve and extend human civilization because we’re just much more interesting than an asteroid with nothing on it” “You definitely don’t want to teach an AI to lie. That is a path to a dystopian future”

Elon Musk explains real AI safety: “The best thing I can come up with for AI safety is to make it a maximum truth-seeking AI, maximally curious. Have its optimization function be to understand the nature of the universe If that is its optimization function, it will actually want to preserve and extend human civilization because we’re just much more interesting than an asteroid with nothing on it” “You definitely don’t want to teach an AI to lie. That is a path to a dystopian future”

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Elon Musk: A curious AI will want to preserve human civilization. “The best thing I can come up with for AI safety is to make it a maximum truth-seeking AI, maximally curious, and have its optimization function be to understand the nature of the universe. If that is its optimization function, I think it will actually want to preserve and extend human civilization, because we're much more interesting than an asteroid with nothing on it. My biological neural net suggests that a maximally curious and truth-seeking AI is the safest AI. We have to be careful with the alignment stuff. We definitely don't want to teach an AI to lie because that is a path to a dystopian future.” Interview with Linda Yaccarino, April 18, 2023

Elon Musk: A curious AI will want to preserve human civilization. “The best thing I can come up with for AI safety is to make it a maximum truth-seeking AI, maximally curious, and have its optimization function be to understand the nature of the universe. If that is its optimization function, I think it will actually want to preserve and extend human civilization, because we're much more interesting than an asteroid with nothing on it. My biological neural net suggests that a maximally curious and truth-seeking AI is the safest AI. We have to be careful with the alignment stuff. We definitely don't want to teach an AI to lie because that is a path to a dystopian future.” Interview with Linda Yaccarino, April 18, 2023

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Demis Hassabis says bigger context windows are still a brute force answer to memory. The human brain does something stranger. During sleep, it replays what matters and folds new knowledge into what it already knows. AI does not need infinite context. It needs the right memory at the right moment.

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DeepMind’s Demis Hassabis: Elon is doing amazing things with SpaceX “I think there will be a solution to the energy problem. So free, pretty much free, renewable, clean energy one way or another, fusion or better solar. And then that will unlock us to really travel the stars. Because the main cost, Elon does amazing work with SpaceX and those things, but the main cost is still the rocket fuel, right? The energy cost. So if that's sort of zero somehow, because we can just make infinite rocket fuel out of seawater once we’ve cracked fusion.” Source: Muskonomy

DeepMind’s Demis Hassabis: Elon is doing amazing things with SpaceX “I think there will be a solution to the energy problem. So free, pretty much free, renewable, clean energy one way or another, fusion or better solar. And then that will unlock us to really travel the stars. Because the main cost, Elon does amazing work with SpaceX and those things, but the main cost is still the rocket fuel, right? The energy cost. So if that's sort of zero somehow, because we can just make infinite rocket fuel out of seawater once we’ve cracked fusion.” Source: Muskonomy

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🚨SPACE BREAKTHROUGH: SPACEX LAUNCHES FIRST ASTEROID MINING MISSION A SpaceX rocket has launched Odin, a spacecraft built by startup AstroForge, on a mission to study asteroid 2022 OB5, which is 1 million miles from Earth. The asteroid is believed to contain platinum and other rare metals used in electronics, medicine, and green energy. Mining these materials on Earth costs £25,000 per kilo, but space could offer a cheaper, less damaging alternative. Odin will travel for 300 days before reaching the asteroid. It will take close-up images to confirm if the surface is metallic. If valuable metals are found, a second mission will attempt to land and extract samples later this year. This could be the first step toward mining asteroids for resources instead of Earth's limited supply. Source: GBNews

🚨SPACE BREAKTHROUGH: SPACEX LAUNCHES FIRST ASTEROID MINING MISSION A SpaceX rocket has launched Odin, a spacecraft built by startup AstroForge, on a mission to study asteroid 2022 OB5, which is 1 million miles from Earth. The asteroid is believed to contain platinum and other rare metals used in electronics, medicine, and green energy. Mining these materials on Earth costs £25,000 per kilo, but space could offer a cheaper, less damaging alternative. Odin will travel for 300 days before reaching the asteroid. It will take close-up images to confirm if the surface is metallic. If valuable metals are found, a second mission will attempt to land and extract samples later this year. This could be the first step toward mining asteroids for resources instead of Earth's limited supply. Source: GBNews

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“We think we have a competitive advantage.” - Demis Hassibis, Head of Google DeepMind / AI efforts While Anthropic and OpenAI seek to win via training on “text” (written language), Demis Hassabis says Google Gemini is attempting a different path: Multimodal. Gemini aims to be the most effective model in the real world: physics, robotics, voice, visual, sensory, & text. The bet is multimodal unlocks more of what humanity really cares about.

“We think we have a competitive advantage.” - Demis Hassibis, Head of Google DeepMind / AI efforts While Anthropic and OpenAI seek to win via training on “text” (written language), Demis Hassabis says Google Gemini is attempting a different path: Multimodal. Gemini aims to be the most effective model in the real world: physics, robotics, voice, visual, sensory, & text. The bet is multimodal unlocks more of what humanity really cares about.

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ELON MUSK: If you want million times more energy, then you must go to space "The way to think of AI in space is that in order to achieve any meaningful percentage of a Kardashev Type 2 civilization, where you are using even a millionth of the sun's energy, you must have solar-powered AI satellites in deep space Once you think in terms of a Kardashev Type 2 civilization, which is 'what percentage of the sun's energy are you turning into useful work,' then it becomes obvious that space is overwhelmingly what matters Earth only receives roughly one two-billionth of the sun's energy. So, if you want to have something that is, say, a million times more energy than Earth could possibly produce, you must go into space. And so, it’s kind of handy to have a space company, I guess"

ELON MUSK: If you want million times more energy, then you must go to space "The way to think of AI in space is that in order to achieve any meaningful percentage of a Kardashev Type 2 civilization, where you are using even a millionth of the sun's energy, you must have solar-powered AI satellites in deep space Once you think in terms of a Kardashev Type 2 civilization, which is 'what percentage of the sun's energy are you turning into useful work,' then it becomes obvious that space is overwhelmingly what matters Earth only receives roughly one two-billionth of the sun's energy. So, if you want to have something that is, say, a million times more energy than Earth could possibly produce, you must go into space. And so, it’s kind of handy to have a space company, I guess"

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$ELON MUSK: Earth is Tiny. The Future is Space. Human civilization uses only a tiny fraction of the Sun’s energy. Even if humanity used a million times more energy, it would still be extremely small compared to the Sun’s power. The Sun dominates the solar system, holding around 99.8% of its total mass. Everything outside the Sun is almost insignificant when measured against the Sun’s scale and energy. Earth-based civilization has a natural limit because our planet’s resources are small compared to what exists in space. To grow civilization in a truly meaningful way, humanity has to expand beyond Earth. Space is not optional for long-term growth — it is the next step for civilization.$

ELON MUSK: Earth is Tiny. The Future is Space. Human civilization uses only a tiny fraction of the Sun’s energy. Even if humanity used a million times more energy, it would still be extremely small compared to the Sun’s power. The Sun dominates the solar system, holding around 99.8% of its total mass. Everything outside the Sun is almost insignificant when measured against the Sun’s scale and energy. Earth-based civilization has a natural limit because our planet’s resources are small compared to what exists in space. To grow civilization in a truly meaningful way, humanity has to expand beyond Earth. Space is not optional for long-term growth — it is the next step for civilization.

DogeDesigner

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🚨NEW: Elon Musk explains the reason behind the SpaceX and xAI merger. "In order to understand the universe, you must explore the universe. That's the motivation behind the combination of SpaceX and xAI is to accelerate humanity's future in understanding the universe and extending the light of consciousness to the stars. So in the grand scheme of things, when you look at how much energy Earth is actually using for civilization, we're only right now using, call it roughly 1% of the potential energy of Earth. And if we wanted to use even a millionth of the sun's energy, that would be roughly a million times more energy than civilization currently uses. The only way to access that energy, the energy of the sun is to extend beyond Earth. Earth is really a tiny, tiny dust Mote in a vast darkness. The sun is 99.8% of all mass in the solar system, so you have to expand beyond the tiny dust mode that is earth to make any significant dent in using the sun's energy like says, you'd have to expand roughly a million times just to get to 1,000,000th of our sun's energy, and then going beyond that, exploring extending to the Galaxy. So the 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, I mean, per year. And ultimately, we see a path to maybe launching as much as a terawatt per year of compute from Earth."

🚨NEW: Elon Musk explains the reason behind the SpaceX and xAI merger. "In order to understand the universe, you must explore the universe. That's the motivation behind the combination of SpaceX and xAI is to accelerate humanity's future in understanding the universe and extending the light of consciousness to the stars. So in the grand scheme of things, when you look at how much energy Earth is actually using for civilization, we're only right now using, call it roughly 1% of the potential energy of Earth. And if we wanted to use even a millionth of the sun's energy, that would be roughly a million times more energy than civilization currently uses. The only way to access that energy, the energy of the sun is to extend beyond Earth. Earth is really a tiny, tiny dust Mote in a vast darkness. The sun is 99.8% of all mass in the solar system, so you have to expand beyond the tiny dust mode that is earth to make any significant dent in using the sun's energy like says, you'd have to expand roughly a million times just to get to 1,000,000th of our sun's energy, and then going beyond that, exploring extending to the Galaxy. So the 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, I mean, per year. And ultimately, we see a path to maybe launching as much as a terawatt per year of compute from Earth."

DogeDesigner

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The Kardashev Scale is one of the coolest ways to think about how advanced a civilization really is Here is the cool visualization from The Kardashev Scale: - Type 1: Harness all the energy on a planet - Type 2: Harness all the energy from a star - Type 3: Harness all the energy in a galaxy The Kardashev Scale is not just sci-fi. It shows us the long-term destiny of intelligent life…if we don’t destroy ourselves first

The Kardashev Scale is one of the coolest ways to think about how advanced a civilization really is Here is the cool visualization from The Kardashev Scale: - Type 1: Harness all the energy on a planet - Type 2: Harness all the energy from a star - Type 3: Harness all the energy in a galaxy The Kardashev Scale is not just sci-fi. It shows us the long-term destiny of intelligent life…if we don’t destroy ourselves first

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🚨FUSION AND SOLAR ARE THE KEYS TO DEEP-SPACE TRAVEL David Kirtley, CEO of Helion Energy: “That's how I got into fusion, thinking about the intersection of energy and space travel. Near Earth, collecting the sun’s energy makes sense. It’s free, and spacecraft use solar panels because there’s plenty of irradiance without the atmosphere blocking it. But the sun’s energy falls off with radius squared. It doesn’t take long before there isn’t much energy out there, and you have to bring your own. In space, mass is expensive, that’s the rocket equation, so high-energy-density fuel is exciting, and that’s what fusion enables. The challenge is if you make electricity from fusion using a steam cycle, you need something cool, a working fluid to dump heat into. In space, there’s nothing to cool against. So many steam-based fusion systems don’t make sense in space, which is why direct-energy, high-efficiency fusion matters.” Source: Lex Fridman David Kirtley

🚨FUSION AND SOLAR ARE THE KEYS TO DEEP-SPACE TRAVEL David Kirtley, CEO of Helion Energy: “That's how I got into fusion, thinking about the intersection of energy and space travel. Near Earth, collecting the sun’s energy makes sense. It’s free, and spacecraft use solar panels because there’s plenty of irradiance without the atmosphere blocking it. But the sun’s energy falls off with radius squared. It doesn’t take long before there isn’t much energy out there, and you have to bring your own. In space, mass is expensive, that’s the rocket equation, so high-energy-density fuel is exciting, and that’s what fusion enables. The challenge is if you make electricity from fusion using a steam cycle, you need something cool, a working fluid to dump heat into. In space, there’s nothing to cool against. So many steam-based fusion systems don’t make sense in space, which is why direct-energy, high-efficiency fusion matters.” Source: Lex Fridman David Kirtley

Mario Nawfal

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Just woke up from the longest nap, I have so much energy right now and I’m going to use it all to hate on Bayern tonight

Just woke up from the longest nap, I have so much energy right now and I’m going to use it all to hate on Bayern tonight

͏͏͏𝐉𝐚𝐲 ⌖

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ELON: TO SCALE CIVILIZATION, WE’LL HAVE TO MOVE AI TO DEEP SPACE “I see a path to Starship cost-per-ton-to-orbit being lower than air flight. That opens up a very wide range of possibilities. The most obvious one I think is actually solar-powered AI satellites. To move the AI to orbit and essentially deep space over time, because you can actually access over a billion times more energy from the sun in deep space than you can on Earth. To make any progress on a Kardashev 2 scale, which is using some non-trivial amount of energy from the sun, you kind of have to do space solar power. You could only beam a tiny amount of that back to Earth or you would melt Earth. Earth actually receives a very, very tiny amount of the sun's energy. Earth is a tiny dust mote. Tto scale with the sun, we look like a little crumb. So, to scale civilization, to be at all relevant on a Kardashev 2 scale, like to even use a millionth of a percent of the Sun's energy, you really have to have your solar power in deep space.” Source: Tesla Shareholder Meeting, November 6, 2025

ELON: TO SCALE CIVILIZATION, WE’LL HAVE TO MOVE AI TO DEEP SPACE “I see a path to Starship cost-per-ton-to-orbit being lower than air flight. That opens up a very wide range of possibilities. The most obvious one I think is actually solar-powered AI satellites. To move the AI to orbit and essentially deep space over time, because you can actually access over a billion times more energy from the sun in deep space than you can on Earth. To make any progress on a Kardashev 2 scale, which is using some non-trivial amount of energy from the sun, you kind of have to do space solar power. You could only beam a tiny amount of that back to Earth or you would melt Earth. Earth actually receives a very, very tiny amount of the sun's energy. Earth is a tiny dust mote. Tto scale with the sun, we look like a little crumb. So, to scale civilization, to be at all relevant on a Kardashev 2 scale, like to even use a millionth of a percent of the Sun's energy, you really have to have your solar power in deep space.” Source: Tesla Shareholder Meeting, November 6, 2025

Mario Nawfal

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Demis Hassabis explains Isomorphic Labs' 10x drug discovery engine, and why solving disease could also create a multi-hundred-billion-dollar business "If you ask me, the number one thing AI can do for humanity, it would be to solve hundreds of terrible diseases. I can't imagine a better use case for AI." "If you could revolutionize the drug discovery process, make it 10x faster and more efficient, and more likely to pass through the clinical trials because you can predict the properties better, that has to also be of enormous commercial value too." "I hope to do both with Isomorphic." "Build a multi-hundred-billion-dollar business. I think it has that potential, as well as being incredibly beneficial for society and humanity." The real health AI prize is not another chatbot. It is compressing the path from a predicted drug property to a clinical trial, then turning that speed into treatments for hundreds of diseases. Demis is making a rare dual bet: the most valuable AI company in biology may also deliver AI's most valuable public benefit. - Demis Hassabis (Demis Hassabis), CEO of Google DeepMind and founder of Isomorphic Labs, on Bloomberg TV

Demis Hassabis explains Isomorphic Labs' 10x drug discovery engine, and why solving disease could also create a multi-hundred-billion-dollar business "If you ask me, the number one thing AI can do for humanity, it would be to solve hundreds of terrible diseases. I can't imagine a better use case for AI." "If you could revolutionize the drug discovery process, make it 10x faster and more efficient, and more likely to pass through the clinical trials because you can predict the properties better, that has to also be of enormous commercial value too." "I hope to do both with Isomorphic." "Build a multi-hundred-billion-dollar business. I think it has that potential, as well as being incredibly beneficial for society and humanity." The real health AI prize is not another chatbot. It is compressing the path from a predicted drug property to a clinical trial, then turning that speed into treatments for hundreds of diseases. Demis is making a rare dual bet: the most valuable AI company in biology may also deliver AI's most valuable public benefit. - Demis Hassabis (Demis Hassabis), CEO of Google DeepMind and founder of Isomorphic Labs, on Bloomberg TV

Karl Mehta

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Everybody tries to fix their direction by training and feeling their bat path. Makes sense. The barrel and hands the part you can feel the most. But your path is mostly just following where your body already sent the energy. Posture leaks a little, the energy comes away from the ball, and the barrel goes right along with it. So when you’re pulling off, it usually started before your swing even starts. It started with your posture and where your body was working. Hands, path, posture, energy. They all work together. Clean up the stride, body energy and posture and the barrel falls in line on its own. Typically. The drill in the video is how you train that. Volume up so you catch the cue.

Everybody tries to fix their direction by training and feeling their bat path. Makes sense. The barrel and hands the part you can feel the most. But your path is mostly just following where your body already sent the energy. Posture leaks a little, the energy comes away from the ball, and the barrel goes right along with it. So when you’re pulling off, it usually started before your swing even starts. It started with your posture and where your body was working. Hands, path, posture, energy. They all work together. Clean up the stride, body energy and posture and the barrel falls in line on its own. Typically. The drill in the video is how you train that. Volume up so you catch the cue.

Trey Hannam

36,132 просмотров • 1 месяц назад