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Humanoid robots can fail and do unsafe things in countless ways – hardware malfunctions, software glitches, cyberattacks, freak edge cases, or human operator error. A hundred years ago, there were 20 vehicle accident deaths per 100 million miles in the US. Today, that number is under 1.5 – but...

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The Humanoid Hub

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41,980 просмотров • 11 месяцев назад •via X (Twitter)

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Trump understands what’s coming. The United States is going to lead the world in AI and robotics, especially humanoid robots, bc of Elon. Whoever leads humanoid robots and AI will define the next industrial era, and America has the pole position with Tesla. “Get somebody to start those robots and you’re going to have to improve the robots. But we’re going to have robotic factories plus manpower. So we’re going to have enough. We’re going to need the help of robots and other forms of, I guess you could say, employment. We’re going to be employing a lot of artificial things. But the beauty is we’re going to have more jobs than we’ve ever had.” - Donald Trump
0:25

Trump understands what’s coming. The United States is going to lead the world in AI and robotics, especially humanoid robots, bc of Elon. Whoever leads humanoid robots and AI will define the next industrial era, and America has the pole position with Tesla. “Get somebody to start those robots and you’re going to have to improve the robots. But we’re going to have robotic factories plus manpower. So we’re going to have enough. We’re going to need the help of robots and other forms of, I guess you could say, employment. We’re going to be employing a lot of artificial things. But the beauty is we’re going to have more jobs than we’ve ever had.” - Donald Trump

Teslaconomics

134,275 просмотров • 6 месяцев назад

John: "Over in China, they’re doing robot Olympics. They’re doing marathons and all sorts of stuff." Figure founder Brett Adcock: “We look at the distribution of what humans do that is useful, and we [designed our humanoid] to do as much of that as possible.” “These things where we run marathons, or we do backflips, or we do karate moves—they’re not in the main part of the distribution. They don’t matter. And if you really want to size for those, you’re going to build a really expensive and unsafe robot that’s hard to manufacture.” “People want the $10,000 humanoid that can do general-purpose work. We want it to do laundry and dishes and be a companion. I want to ship robots at scale into the workforce to do logistics and healthcare, and build buildings and data centers.” "I don't need [our humanoid] to do backflips to do any of that work. I want robots building other robots."
2:14

John: "Over in China, they’re doing robot Olympics. They’re doing marathons and all sorts of stuff." Figure founder Brett Adcock: “We look at the distribution of what humans do that is useful, and we [designed our humanoid] to do as much of that as possible.” “These things where we run marathons, or we do backflips, or we do karate moves—they’re not in the main part of the distribution. They don’t matter. And if you really want to size for those, you’re going to build a really expensive and unsafe robot that’s hard to manufacture.” “People want the $10,000 humanoid that can do general-purpose work. We want it to do laundry and dishes and be a companion. I want to ship robots at scale into the workforce to do logistics and healthcare, and build buildings and data centers.” "I don't need [our humanoid] to do backflips to do any of that work. I want robots building other robots."

TBPN

15,419 просмотров • 4 месяцев назад

Elon just dropped a MAJOR nugget on how Tesla is going to be training Optimus to do real world tasks. They are building an Optimus Academy, which is a large scale, dedicated real-world training facility to accelerate the development of Optimus. The Academy will deploy thousands of Optimus units, potentially 10,000 to 30,000 robots, in a controlled realistic environment where they perform self-play, experiment with tasks, iterate on behaviors, and continuously generate training data through trial and error. The Tesla bots will also run millions of simulations in Tesla’s high-fidelity physics-accurate engine, allowing Optimus to close the “sim-to-real gap” by using these real-world observations to refine and validate the simulations! “You’re actually highlighting an important limitation and difference from cars. We’ll soon have 10 million cars on the road. It’s hard to duplicate that massive training flywheel. For the robot, what we’re going to need to do is build a lot of robots and put them in kind of an Optimus Academy so they can do self-play in reality. We’re actually building that out. We can have at least 10,000 Optimus robots, maybe 20-30,000, that are doing self-play and testing different tasks. Tesla has quite a good reality generator, a physics-accurate reality generator, that we made for the cars. We’ll do the same thing for the robots. We actually have done that for the robots. So you have a few tens of thousands of humanoid robots doing different tasks. You can do millions of simulated robots in the simulated world. You use the tens of thousands of robots in the real world to close the simulation to reality gap. Close the sim-to-real gap.”
1:20

Elon just dropped a MAJOR nugget on how Tesla is going to be training Optimus to do real world tasks. They are building an Optimus Academy, which is a large scale, dedicated real-world training facility to accelerate the development of Optimus. The Academy will deploy thousands of Optimus units, potentially 10,000 to 30,000 robots, in a controlled realistic environment where they perform self-play, experiment with tasks, iterate on behaviors, and continuously generate training data through trial and error. The Tesla bots will also run millions of simulations in Tesla’s high-fidelity physics-accurate engine, allowing Optimus to close the “sim-to-real gap” by using these real-world observations to refine and validate the simulations! “You’re actually highlighting an important limitation and difference from cars. We’ll soon have 10 million cars on the road. It’s hard to duplicate that massive training flywheel. For the robot, what we’re going to need to do is build a lot of robots and put them in kind of an Optimus Academy so they can do self-play in reality. We’re actually building that out. We can have at least 10,000 Optimus robots, maybe 20-30,000, that are doing self-play and testing different tasks. Tesla has quite a good reality generator, a physics-accurate reality generator, that we made for the cars. We’ll do the same thing for the robots. We actually have done that for the robots. So you have a few tens of thousands of humanoid robots doing different tasks. You can do millions of simulated robots in the simulated world. You use the tens of thousands of robots in the real world to close the simulation to reality gap. Close the sim-to-real gap.”

Teslaconomics

42,563 просмотров • 5 месяцев назад

Elon Musk says Tesla is building an “Optimus Academy” so the robots can perform different tasks in the real world. “We’re going to need to build a lot of robots, and put them into a Optimus Academy, so they can do self-play in reality. We’re actually building that out, we’re going to have at least 10-30K Optimus robots that are testing different tasks.”
1:00

Elon Musk says Tesla is building an “Optimus Academy” so the robots can perform different tasks in the real world. “We’re going to need to build a lot of robots, and put them into a Optimus Academy, so they can do self-play in reality. We’re actually building that out, we’re going to have at least 10-30K Optimus robots that are testing different tasks.”

Nic Cruz Patane

20,052 просмотров • 5 месяцев назад

ELON MUSK: "My prediction is that there'll be far more robots, like intelligent robots, in the world than there will be people, and I think this is most likely to be a good thing, we always want to be a little paranoid, or certainly not complacent about the safety of robots, but I think it will usher in an age of not universal basic income, but universal high income."
0:34

ELON MUSK: "My prediction is that there'll be far more robots, like intelligent robots, in the world than there will be people, and I think this is most likely to be a good thing, we always want to be a little paranoid, or certainly not complacent about the safety of robots, but I think it will usher in an age of not universal basic income, but universal high income."

DogeDesigner

66,620 просмотров • 1 месяц назад

Elon Musk in new interview on how Tesla’s Optimus robot will learn more quickly: "What we're going to need to do is build a lot of robots and put them in a kind of like a "Optimus Academy" so they can do self-play in reality. We're actually building that out. We're gonna have at least 10,000 Optimus robots, maybe 20,000 or 30,000, that are doing self-play and testing different tasks. Tesla has quite a good reality generator. A physics-accurate reality generator that we made for the cars. We'll do the same things for the robots, and actually have done that for the robots. You can do millions of simulated robots in a simulated world, and you use the tens of thousands in the real world to close the simulation to reality gap.”
0:59

Elon Musk in new interview on how Tesla’s Optimus robot will learn more quickly: "What we're going to need to do is build a lot of robots and put them in a kind of like a "Optimus Academy" so they can do self-play in reality. We're actually building that out. We're gonna have at least 10,000 Optimus robots, maybe 20,000 or 30,000, that are doing self-play and testing different tasks. Tesla has quite a good reality generator. A physics-accurate reality generator that we made for the cars. We'll do the same things for the robots, and actually have done that for the robots. You can do millions of simulated robots in a simulated world, and you use the tens of thousands in the real world to close the simulation to reality gap.”

Sawyer Merritt

250,956 просмотров • 5 месяцев назад

Touch used to be the final frontier for robots. Not anymore. DM-Hand1 by Hong Kong DaimonRobotics Technology combines vision and tactile sensing, letting machines detect texture, weight shifts, and movement in real time. This changes everything. Not just what robots can hold, but how they interact. They can now sort through clutter, handle fragile objects, and assist in tasks that used to need human touch. That includes healthcare. Elderly care. Rehab. Spaces that were once designed only for people… may not stay that way for long. We’re not just teaching robots to see. We’re teaching them to feel. Would you trust one?
0:40

Touch used to be the final frontier for robots. Not anymore. DM-Hand1 by Hong Kong DaimonRobotics Technology combines vision and tactile sensing, letting machines detect texture, weight shifts, and movement in real time. This changes everything. Not just what robots can hold, but how they interact. They can now sort through clutter, handle fragile objects, and assist in tasks that used to need human touch. That includes healthcare. Elderly care. Rehab. Spaces that were once designed only for people… may not stay that way for long. We’re not just teaching robots to see. We’re teaching them to feel. Would you trust one?

Lukas Ziegler

54,455 просмотров • 1 год назад

Don't sleep on humanoid robots. Humanoid robots are going to play a profound role in our lives, and it will likely be sooner than most expect. I discuss some pivotal questions with jimmah in my effort to gain insight and clarity: - How do you evaluate Tesla's (and other companies') progress with humanoid robots? - Who will be the winner? Or will there be multiple big winners? - How long will it take until we see millions of humanoid robots produced annually? - What's harder for humanoid robots - the hardware of software? - How can we track progress across humanoid robot companies? - What's the next big milestones or demonstrations Tesla can show? If you're going to spend an hour listening/watching anything online this week, I highly recommend this!
1:11:32

Don't sleep on humanoid robots. Humanoid robots are going to play a profound role in our lives, and it will likely be sooner than most expect. I discuss some pivotal questions with jimmah in my effort to gain insight and clarity: - How do you evaluate Tesla's (and other companies') progress with humanoid robots? - Who will be the winner? Or will there be multiple big winners? - How long will it take until we see millions of humanoid robots produced annually? - What's harder for humanoid robots - the hardware of software? - How can we track progress across humanoid robot companies? - What's the next big milestones or demonstrations Tesla can show? If you're going to spend an hour listening/watching anything online this week, I highly recommend this!

Dave Lee

53,757 просмотров • 1 год назад

ELON: EVERYONE ON EARTH WILL WANT THEIR OWN ROBOT “My prediction is the robots will actually make so many robots and AI that they will actually saturate all human needs, meaning you won't be able to even think of something to ask the robot for at a certain point. There'll be more robots than people. I think everyone on Earth is going to have one and going to want one, because who wouldn't want a robot to, assuming it's very safe, watch over your kids, take care of your pet. If you have elderly parents, it's very difficult to take care of them. It's expensive, and there just aren't enough young people to take care of the old people. If you had a robot that could take care of and protect an elderly parent, I think that would be great. That would be an amazing thing to have. And I think we will have those things.” Source: Elon Musk Interview at WEF, January 2026
0:42

ELON: EVERYONE ON EARTH WILL WANT THEIR OWN ROBOT “My prediction is the robots will actually make so many robots and AI that they will actually saturate all human needs, meaning you won't be able to even think of something to ask the robot for at a certain point. There'll be more robots than people. I think everyone on Earth is going to have one and going to want one, because who wouldn't want a robot to, assuming it's very safe, watch over your kids, take care of your pet. If you have elderly parents, it's very difficult to take care of them. It's expensive, and there just aren't enough young people to take care of the old people. If you had a robot that could take care of and protect an elderly parent, I think that would be great. That would be an amazing thing to have. And I think we will have those things.” Source: Elon Musk Interview at WEF, January 2026

Mario Nawfal

47,723 просмотров • 5 месяцев назад

"We're not a consumer company, we're the shortest path to artificial labor." - Bernt Bornich, founder of 1X "It just happens to be that the shortest path is through consumer, because you need to live and learn among people." "Model intelligence comes from the diversity of your AI dataset. There isn't enough variance (if you are just) in a factory." "We want to deploy robots there (in homes), where we get data through a truly intelligent machine that doesn't just repeat a motion."
2:34

"We're not a consumer company, we're the shortest path to artificial labor." - Bernt Bornich, founder of 1X "It just happens to be that the shortest path is through consumer, because you need to live and learn among people." "Model intelligence comes from the diversity of your AI dataset. There isn't enough variance (if you are just) in a factory." "We want to deploy robots there (in homes), where we get data through a truly intelligent machine that doesn't just repeat a motion."

TBPN

15,742 просмотров • 1 год назад

This has to be the craziest SF hackathon I’ve been to. Over 100 robots 🤖 and over 300 people in one room. Working on VLAs, world models and Clawdbots / OpenClaw for robots.
1:26

This has to be the craziest SF hackathon I’ve been to. Over 100 robots 🤖 and over 300 people in one room. Working on VLAs, world models and Clawdbots / OpenClaw for robots.

Irvin (in Japan 🇯🇵)

36,040 просмотров • 5 месяцев назад

ELON MUSK: "Humanoid robotics will advance very quickly. We do have Tesla Optimus robots doing simple tasks in the factory, and later this year, they'll be doing more complex tasks. We would be selling humanoid robots to the public, when we are confident that there is very high reliability, very high safety, and the range of functionality is also very high. You can basically ask it to do anything you'd like."
0:53

ELON MUSK: "Humanoid robotics will advance very quickly. We do have Tesla Optimus robots doing simple tasks in the factory, and later this year, they'll be doing more complex tasks. We would be selling humanoid robots to the public, when we are confident that there is very high reliability, very high safety, and the range of functionality is also very high. You can basically ask it to do anything you'd like."

DogeDesigner

30,570 просмотров • 5 месяцев назад

Elon Musk: If you have billions of humanoid robots — and I think there will be — everyone on Earth is going to have one and want one. Assuming it’s very safe, who wouldn’t want a robot to watch over your kids, take care of your pets, and help with daily life? There just aren’t enough young people to take care of the old people. Taking care of elderly parents is difficult and expensive. A robot that could care for and protect an elderly parent would be an amazing thing to have. If you had a robot that could take care of your elderly parents, protect them, and be there 24/7, that would be great. That would be a truly life-changing technology for families around the world. I’m very optimistic about the future. I think we’re headed toward a future of amazing abundance — and that’s very cool. We are living in the most interesting time in history. On aging — I haven’t put much time into it yet, but I do think it’s a very solvable problem. When we figure out what causes aging, I think we’ll find it’s incredibly obvious. It’s not subtle.
1:39

Elon Musk: If you have billions of humanoid robots — and I think there will be — everyone on Earth is going to have one and want one. Assuming it’s very safe, who wouldn’t want a robot to watch over your kids, take care of your pets, and help with daily life? There just aren’t enough young people to take care of the old people. Taking care of elderly parents is difficult and expensive. A robot that could care for and protect an elderly parent would be an amazing thing to have. If you had a robot that could take care of your elderly parents, protect them, and be there 24/7, that would be great. That would be a truly life-changing technology for families around the world. I’m very optimistic about the future. I think we’re headed toward a future of amazing abundance — and that’s very cool. We are living in the most interesting time in history. On aging — I haven’t put much time into it yet, but I do think it’s a very solvable problem. When we figure out what causes aging, I think we’ll find it’s incredibly obvious. It’s not subtle.

Ian Miles Cheong

25,737 просмотров • 5 месяцев назад

Elon Musk: Here's why everyone on Earth will want a humanoid robot. “My prediction is the robots will actually make so many robots and AI that they will actually saturate all human needs, meaning you won't be able to even think of something to ask the robot for at a certain point. My prediction is that there'll be, more robots than people. I think everyone on Earth is going to have one and going to want one, because who wouldn't want a robot to, assuming it's very safe, watch over your kids, take care of your pet. If you have elderly parents, it's very difficult to take care of them. It's expensive and there just aren't enough young people to take care of the old people. If you had a robot that could take care of and protect an elderly parent, I think that would be great. That would be an amazing thing to have. And I think we will have those things.” Interview at WEF, January 22, 2026
0:42

Elon Musk: Here's why everyone on Earth will want a humanoid robot. “My prediction is the robots will actually make so many robots and AI that they will actually saturate all human needs, meaning you won't be able to even think of something to ask the robot for at a certain point. My prediction is that there'll be, more robots than people. I think everyone on Earth is going to have one and going to want one, because who wouldn't want a robot to, assuming it's very safe, watch over your kids, take care of your pet. If you have elderly parents, it's very difficult to take care of them. It's expensive and there just aren't enough young people to take care of the old people. If you had a robot that could take care of and protect an elderly parent, I think that would be great. That would be an amazing thing to have. And I think we will have those things.” Interview at WEF, January 22, 2026

ELON CLIPS

143,648 просмотров • 5 месяцев назад

ELON: WE'RE BUILDING A ROBOT ACADEMY "What we’re going to need to do is build a lot of robots and put them in kind of an Optimus Academy so they can do self-play in reality. We’re actually building that out. We can have at least 10,000 Optimus robots, maybe 20-30,000, that are doing self-play and testing different tasks." Source: Tesla Owners Silicon Valley, John Collison, Elon Musk
2:10

ELON: WE'RE BUILDING A ROBOT ACADEMY "What we’re going to need to do is build a lot of robots and put them in kind of an Optimus Academy so they can do self-play in reality. We’re actually building that out. We can have at least 10,000 Optimus robots, maybe 20-30,000, that are doing self-play and testing different tasks." Source: Tesla Owners Silicon Valley, John Collison, Elon Musk

Mario Nawfal

36,552 просмотров • 5 месяцев назад

Elon Musk says his greatest contribution won’t be rockets or robots -- but truth. “We must have a maximally truth-seeking AI. And if we don’t, it’ll be very dangerous.” The path to safe AI runs through epistemic integrity -- or not at all.
0:52

Elon Musk says his greatest contribution won’t be rockets or robots -- but truth. “We must have a maximally truth-seeking AI. And if we don’t, it’ll be very dangerous.” The path to safe AI runs through epistemic integrity -- or not at all.

vitrupo

28,560 просмотров • 1 год назад

ELON: HUMANOID ROBOTS WILL OUTNUMBER OTHER ROBOTS BY FAR “Something that's going to be very important in the future is combining deep AI in the data center or supercluster with robotics, like the Optimus humanoid robot. Optimus is awesome. There's going to be so many humanoid robots and robots of all sizes and shapes. But my prediction is that there will be more humanoid robots by far than all other robots combined by maybe an order of magnitude, like a big difference.” Source: Interview at Y Combinator, June 2025
0:34

ELON: HUMANOID ROBOTS WILL OUTNUMBER OTHER ROBOTS BY FAR “Something that's going to be very important in the future is combining deep AI in the data center or supercluster with robotics, like the Optimus humanoid robot. Optimus is awesome. There's going to be so many humanoid robots and robots of all sizes and shapes. But my prediction is that there will be more humanoid robots by far than all other robots combined by maybe an order of magnitude, like a big difference.” Source: Interview at Y Combinator, June 2025

Mario Nawfal

89,193 просмотров • 1 год назад

ELON: TESLA’S ROBOTS ARE MOVING FROM SIMULATIONS TO REALITY “For the robot, we’re going to need to build a lot of them and put them in an Optimus Academy so they can do self-play in reality and test different tasks. Tesla has quite a good, physics accurate, reality-generator, and we’re doing that for the robots. So you can do millions of robots in a simulated world, and then 10k in the real world to close the simulation to reality gap. Grok would orchestrate the behavior of the Optimus robots.” Source: Cheeky Pint Podcast, Elon Musk
1:39

ELON: TESLA’S ROBOTS ARE MOVING FROM SIMULATIONS TO REALITY “For the robot, we’re going to need to build a lot of them and put them in an Optimus Academy so they can do self-play in reality and test different tasks. Tesla has quite a good, physics accurate, reality-generator, and we’re doing that for the robots. So you can do millions of robots in a simulated world, and then 10k in the real world to close the simulation to reality gap. Grok would orchestrate the behavior of the Optimus robots.” Source: Cheeky Pint Podcast, Elon Musk

Mario Nawfal

19,289 просмотров • 5 месяцев назад