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📍 Robot localisation is the deca-billion-dollar problem no one talks about. Every mobile robot needs to know its location to within 2-5 cm. Sounds simple? It's not. Current solutions force an impossible choice: cheap but inflexible, or smart but fragile. This fundamental trade-off is blocking the mass deployment of... show more

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Yann LeCun says today's humanoid robot demos look impressive, but the robots are very stupid in the real world "the missing piece is not hardware; it is AI that can't reason, plan, or adapt like humans" Robot companies are betting AI will make them smart enough to sell at scale within 3-5 years It's a big bet

Yann LeCun says today's humanoid robot demos look impressive, but the robots are very stupid in the real world "the missing piece is not hardware; it is AI that can't reason, plan, or adapt like humans" Robot companies are betting AI will make them smart enough to sell at scale within 3-5 years It's a big bet

Haider.

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"No one actually wants robots… people want solutions to their problems. And if you happen to solve that problem using robots because they’re the right way to do it, great." "But no one really wants AI, they want a solution to their problem, which might be writing a great email, or a great video, or a great image. AI is just a means to an end. Same way robots are a means to an end"

"No one actually wants robots… people want solutions to their problems. And if you happen to solve that problem using robots because they’re the right way to do it, great." "But no one really wants AI, they want a solution to their problem, which might be writing a great email, or a great video, or a great image. AI is just a means to an end. Same way robots are a means to an end"

Joe Rogan Podcast News

59,805 Aufrufe • vor 1 Tag

one of the things i really love about this guitar is how "physical" it sounds. i dont know how to describe it but its so articulate and clangy it sounds like it is physically heavy

one of the things i really love about this guitar is how "physical" it sounds. i dont know how to describe it but its so articulate and clangy it sounds like it is physically heavy

lex walton vevo official

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Catching skin cancer early is a home robotics problem. Melanoma is highly treatable when detected early, yet today’s screening process depends heavily on patients noticing tiny changes across their entire skin surface. This requires patients to solve a near-impossible visual-memory and registration problem. I built OpenDerm, an open-source 4-DOF robot that captures high-resolution images of the skin and uses them to reconstruct and track the skin surface in 3D over time. The best way to make skin screening truly routine is to bring it into the home. OpenDerm shows that inexpensive robotic skin imaging is possible, but the path to scale is not a dedicated screening robot in every household—it is to make skin screening one of the many useful things a general-purpose home robot can do. Read more about why I built OpenDerm and how it works here: Blog: Project:

Catching skin cancer early is a home robotics problem. Melanoma is highly treatable when detected early, yet today’s screening process depends heavily on patients noticing tiny changes across their entire skin surface. This requires patients to solve a near-impossible visual-memory and registration problem. I built OpenDerm, an open-source 4-DOF robot that captures high-resolution images of the skin and uses them to reconstruct and track the skin surface in 3D over time. The best way to make skin screening truly routine is to bring it into the home. OpenDerm shows that inexpensive robotic skin imaging is possible, but the path to scale is not a dedicated screening robot in every household—it is to make skin screening one of the many useful things a general-purpose home robot can do. Read more about why I built OpenDerm and how it works here: Blog: Project:

Marion Lepert

1,497,249 Aufrufe • vor 21 Tagen

Meta's Chief AI Scientist Yann LeCun offers a critical take on the humanoid robot boom. Speaking at MIT, LeCun claimed the "big secret" of the industry is that current companies "have no idea" how to make their robots "smart enough to be generally useful." He argues that while humanoids can be trained for narrow manufacturing tasks, a truly autonomous domestic robot is impossible without fundamental AI breakthroughs. For LeCun, this means moving beyond current generative models and toward "world model planning-type architectures"—systems that can learn to understand and predict the physical world. The future of these billion-dollar startups, he says, depends entirely on this next wave of AI research.

Meta's Chief AI Scientist Yann LeCun offers a critical take on the humanoid robot boom. Speaking at MIT, LeCun claimed the "big secret" of the industry is that current companies "have no idea" how to make their robots "smart enough to be generally useful." He argues that while humanoids can be trained for narrow manufacturing tasks, a truly autonomous domestic robot is impossible without fundamental AI breakthroughs. For LeCun, this means moving beyond current generative models and toward "world model planning-type architectures"—systems that can learn to understand and predict the physical world. The future of these billion-dollar startups, he says, depends entirely on this next wave of AI research.

Humanoids daily

1,443,650 Aufrufe • vor 9 Monaten

ELON MUSK: "Optimus will be the biggest product ever, but it is a very complex problem to solve. It's one of the hardest things to solve, to make an autonomous humanoid robot that can do tasks that, if you simply ask it to do something or show it a video, it can do the task without any programming. No one's ever achieved this, and there are many challenges in the design of the robot to achieve sufficient dexterity and to be very reliable and have long wear and tear, meaning it needs to be out in the field and not break down. Otherwise, you've got sort of a 70 kilogram robot that just flopped over and you've got to carry it out like a body, you know, it doesn't have wheels. And we don't want Optimus to go haywire. So it's a lot of work to scale, to get the design right and to scale production. This is going to be the hardest product to scale manufacturing that we've ever made at Tesla because everything on the robot is new. And the difficulty of scaling the production ramp is proportionate to the newness of the parts in the robot. With Optimus, there is no supply chain. So we've had to build up a supply chain in its entirety or in-house the production. The Optimus production line that we're building out in Fremont in place of what used to be the Model S & X production, it looks incredible. It's quite stunning to see."

ELON MUSK: "Optimus will be the biggest product ever, but it is a very complex problem to solve. It's one of the hardest things to solve, to make an autonomous humanoid robot that can do tasks that, if you simply ask it to do something or show it a video, it can do the task without any programming. No one's ever achieved this, and there are many challenges in the design of the robot to achieve sufficient dexterity and to be very reliable and have long wear and tear, meaning it needs to be out in the field and not break down. Otherwise, you've got sort of a 70 kilogram robot that just flopped over and you've got to carry it out like a body, you know, it doesn't have wheels. And we don't want Optimus to go haywire. So it's a lot of work to scale, to get the design right and to scale production. This is going to be the hardest product to scale manufacturing that we've ever made at Tesla because everything on the robot is new. And the difficulty of scaling the production ramp is proportionate to the newness of the parts in the robot. With Optimus, there is no supply chain. So we've had to build up a supply chain in its entirety or in-house the production. The Optimus production line that we're building out in Fremont in place of what used to be the Model S & X production, it looks incredible. It's quite stunning to see."

DogeDesigner

307,805 Aufrufe • vor 28 Tagen

THE WOVEN ROBOT! Wow! The woven robot hand is here and it is absolutely game-changing. Allonic just braided thousands of tendon-like fibers around a 3D-printed skeleton in minutes. No joints. No screws. No human assembly. Pure biomimetic tissue that flexes, grips, and lasts like biology itself. This isn’t incremental. This is the breakthrough that collapses robot hand costs from $30,000 to pennies. The old world of expensive, fragile robotic limbs is over. Now humanoid robots can build more of themselves scalable, replicable, anywhere. Robots building Robots building Robots, yeah you get it. In your freaking garage! Massive opportunities are about to explode as work as we know it fades. Rent one, have it build your fleet, send it back, repeat. Thousands if you want. The age of woven machines begins.

THE WOVEN ROBOT! Wow! The woven robot hand is here and it is absolutely game-changing. Allonic just braided thousands of tendon-like fibers around a 3D-printed skeleton in minutes. No joints. No screws. No human assembly. Pure biomimetic tissue that flexes, grips, and lasts like biology itself. This isn’t incremental. This is the breakthrough that collapses robot hand costs from $30,000 to pennies. The old world of expensive, fragile robotic limbs is over. Now humanoid robots can build more of themselves scalable, replicable, anywhere. Robots building Robots building Robots, yeah you get it. In your freaking garage! Massive opportunities are about to explode as work as we know it fades. Rent one, have it build your fleet, send it back, repeat. Thousands if you want. The age of woven machines begins.

Brian Roemmele

21,376 Aufrufe • vor 5 Monaten

SK Hynix's Hoshik Kim admits high bandwidth memory "is not the answer" to the memory-wall problem, and SK is working on different solutions to solve the bottleneck. "No, actually, I kind of agree with Pat. So HBM is not the answer." [SK Hynix is admitting that HBM is a bad memory?] "Nothing is a bad memory. It's a good memory, but it's not the final answer. So actually, HBM will not solve the memory-wall problem. Memory-wall problem is an inherent AI problem, which you cannot avoid." "So we try our best to provide higher bandwidth with this memory, with HBM technology even though it has some limitation, as Pat already mentioned, with thermal, IOs, cost, a lot of stuff. "But that's the only thing we got right now to help ease this memory-wall problem, memory-bottleneck problem. But at the same time, we are working in different directions to solve this memory-wall problem with different solutions."

SK Hynix's Hoshik Kim admits high bandwidth memory "is not the answer" to the memory-wall problem, and SK is working on different solutions to solve the bottleneck. "No, actually, I kind of agree with Pat. So HBM is not the answer." [SK Hynix is admitting that HBM is a bad memory?] "Nothing is a bad memory. It's a good memory, but it's not the final answer. So actually, HBM will not solve the memory-wall problem. Memory-wall problem is an inherent AI problem, which you cannot avoid." "So we try our best to provide higher bandwidth with this memory, with HBM technology even though it has some limitation, as Pat already mentioned, with thermal, IOs, cost, a lot of stuff. "But that's the only thing we got right now to help ease this memory-wall problem, memory-bottleneck problem. But at the same time, we are working in different directions to solve this memory-wall problem with different solutions."

Fireside Alpha

140,200 Aufrufe • vor 25 Tagen

Elon Musk: “Optimus Will Be The Biggest Product Ever Created” Let's see Optimus. You know, as you've heard me say before, I think Optimus will be the biggest product ever. But it is a very complex problem to solve. It's one of the hardest things to solve. To make a humanoid robot that can do tasks that you simply ask it to do, or show it a video, and it can do the task without any programming — like, no one's ever achieved this. And there are many challenges in the electromechanical design of the robot, to achieve sufficient dexterity and reliable hands, to be very reliable and have long, long wear and tear. But, I mean, it's good to be out in the field and not break down. Otherwise, you get this 70-kilogram robot that just flopped over, and you could carry it around like a baby, you know. And we don't want Optimus to go haywire. So, it's a lot of work to scale, to get the design right, and to scale production. And I really want to emphasize here that the production scaling challenge is very, very substantial. So this is going to be the hardest product to scale manufacturing that we've ever made at Tesla, because everything on the robot is new. And the difficulty of scaling the production up is proportionate to the newness of the parts in the robot.

Elon Musk: “Optimus Will Be The Biggest Product Ever Created” Let's see Optimus. You know, as you've heard me say before, I think Optimus will be the biggest product ever. But it is a very complex problem to solve. It's one of the hardest things to solve. To make a humanoid robot that can do tasks that you simply ask it to do, or show it a video, and it can do the task without any programming — like, no one's ever achieved this. And there are many challenges in the electromechanical design of the robot, to achieve sufficient dexterity and reliable hands, to be very reliable and have long, long wear and tear. But, I mean, it's good to be out in the field and not break down. Otherwise, you get this 70-kilogram robot that just flopped over, and you could carry it around like a baby, you know. And we don't want Optimus to go haywire. So, it's a lot of work to scale, to get the design right, and to scale production. And I really want to emphasize here that the production scaling challenge is very, very substantial. So this is going to be the hardest product to scale manufacturing that we've ever made at Tesla, because everything on the robot is new. And the difficulty of scaling the production up is proportionate to the newness of the parts in the robot.

Tesla Owners Silicon Valley

42,131 Aufrufe • vor 27 Tagen

Behold this amazing robot! With astonishing speed, it starts performing a Xinjiang - style dance. Its every move is so precise and full of rhythm. It's a wonderful display of technology and art merging. It not only shows the advanced capabilities of the robot but also brings the charm of Xinjiang dance to a wider audience. What a fascinating sight!

Behold this amazing robot! With astonishing speed, it starts performing a Xinjiang - style dance. Its every move is so precise and full of rhythm. It's a wonderful display of technology and art merging. It not only shows the advanced capabilities of the robot but also brings the charm of Xinjiang dance to a wider audience. What a fascinating sight!

Zhang Heqing

13,556 Aufrufe • vor 1 Jahr

Well, it's Saturday. A perfect moment to watch a robot giving you a new haircut, right? 💇🏼‍♂️ This robot created by Shane Wighton will not only do a great haircut or trim the sides but is also able to chat with you. During the pandemic, the creator of StuffMadeHere built this robot to give himself a haircut. It offers different types of hairstyles and uses scissors. Parts of the robot were printed using a 3D printer. Fantastic design, but further down the line I'm wondering if I'm brave enough to let the robot give me a trim. Probably not yet. I would like to know more details about the safety and reliability of the system. P.S. What are your honest thoughts on this project?

Well, it's Saturday. A perfect moment to watch a robot giving you a new haircut, right? 💇🏼‍♂️ This robot created by Shane Wighton will not only do a great haircut or trim the sides but is also able to chat with you. During the pandemic, the creator of StuffMadeHere built this robot to give himself a haircut. It offers different types of hairstyles and uses scissors. Parts of the robot were printed using a 3D printer. Fantastic design, but further down the line I'm wondering if I'm brave enough to let the robot give me a trim. Probably not yet. I would like to know more details about the safety and reliability of the system. P.S. What are your honest thoughts on this project?

Lukas Ziegler

58,011 Aufrufe • vor 9 Monaten

Nearly the entire valuation of Tesla, a $1.5 trillion stock, is based on this categorically ridiculous nonsense that could only have been said by someone who has no idea how humans, or robots, work. “ELON MUSK: And actually, my prediction is in the benign scenario of the future that we will -- the robot -- we will actually make so many robots in AI that they will actually saturate all human needs. Meaning you wouldn’t be able to even think of something to ask the robot for at a certain point. Like, there will be such an abundance of goods and services. My prediction is there will be more robots than people. LARRY FINK, Blackrock: But how do you then have human purpose in that scenario? MUSK: Yeah. I mean, you know, nothing’s perfect, you know. But I mean, it is a necessary -- like you can’t have both. You can’t have work that has to be done and amazing abundance for all. Because if it is work that has to be done, then you -- and only some people can do it, then you can’t have abundance of people. FINK: It is narrow. MUSK: …who wouldn’t want a robot to, you know, assuming it is very safe, watch over your kids. Take care of your pet. If you have elderly parents, a lot of friends might have said that, elderly parents, it is very difficult to take care of them.” Who wouldn’t want a robot to watch their pets, or parents, or kids? Uhhhh. I haven’t done a scientific poll, but I feel pretty confident that actually almost no one wants this—except mentally ill people who don’t care about other human beings at all. People with no empathy. People with psychopathic personalities who feel that taking care of their own families is a burden. Moreover, what Musk describes—production of at least 8 billion robots—is literally impossible within any of our lifetimes, even if the technology existed, which it does not. It is pure fiction, as is his asinine concept of “abundance.” It’s all a techno-futurist mirage to conceal his insatiable quest to remove the pesky humans from every equation—an incandescent self-hate turned inside out and amplified by almost a trillion dollars.

Nearly the entire valuation of Tesla, a $1.5 trillion stock, is based on this categorically ridiculous nonsense that could only have been said by someone who has no idea how humans, or robots, work. “ELON MUSK: And actually, my prediction is in the benign scenario of the future that we will -- the robot -- we will actually make so many robots in AI that they will actually saturate all human needs. Meaning you wouldn’t be able to even think of something to ask the robot for at a certain point. Like, there will be such an abundance of goods and services. My prediction is there will be more robots than people. LARRY FINK, Blackrock: But how do you then have human purpose in that scenario? MUSK: Yeah. I mean, you know, nothing’s perfect, you know. But I mean, it is a necessary -- like you can’t have both. You can’t have work that has to be done and amazing abundance for all. Because if it is work that has to be done, then you -- and only some people can do it, then you can’t have abundance of people. FINK: It is narrow. MUSK: …who wouldn’t want a robot to, you know, assuming it is very safe, watch over your kids. Take care of your pet. If you have elderly parents, a lot of friends might have said that, elderly parents, it is very difficult to take care of them.” Who wouldn’t want a robot to watch their pets, or parents, or kids? Uhhhh. I haven’t done a scientific poll, but I feel pretty confident that actually almost no one wants this—except mentally ill people who don’t care about other human beings at all. People with no empathy. People with psychopathic personalities who feel that taking care of their own families is a burden. Moreover, what Musk describes—production of at least 8 billion robots—is literally impossible within any of our lifetimes, even if the technology existed, which it does not. It is pure fiction, as is his asinine concept of “abundance.” It’s all a techno-futurist mirage to conceal his insatiable quest to remove the pesky humans from every equation—an incandescent self-hate turned inside out and amplified by almost a trillion dollars.

Jim Stewartson, Decelerationist 🇨🇦🇺🇦🇺🇸

108,688 Aufrufe • vor 6 Monaten

this is the world's first ever humanoid robot that will summit Mt. Everest it's named Pemba, and two days ago it reached the top of Chimborazo, a 20,000-foot peak in Ecuador, completely on its own (no remote or operator). and the robot itself is nothing special. Pemba is a Unitree G1, the same ~$14k robot anyone can buy online right now. the guy behind it, Pablo Berlanga, is doing this to send robots into the places that kill people. think about how you'd check on a melting glacier or a deadly crevasse out in the middle of nowhere today. you either send a person who might not come back, or you skip it and learn nothing. so Berlanga wants a robot that walks in on its own, carries a few pounds of gear, and brings back footage from places no human can safely reach. i think eventually they'll even be used for robot rescue missions to reach people stranded in disasters and dangerous situations from here, the plan for Pemba is Mauna Kea in Hawaii, then Everest. Everest is the tricky one. the team wanted to send Pemba up this spring to start hauling trash off the mountain and tracking its glaciers (something Nepal genuinely needs help with) but the Nepalese government told them to wait. there's no law in Nepal for a climber that isn't human, so the rules have to get written before a robot can set foot on the mountain. kind of incredible that the machine is ready for Everest a full year before anyone's decided whether it's allowed to be up there

this is the world's first ever humanoid robot that will summit Mt. Everest it's named Pemba, and two days ago it reached the top of Chimborazo, a 20,000-foot peak in Ecuador, completely on its own (no remote or operator). and the robot itself is nothing special. Pemba is a Unitree G1, the same ~$14k robot anyone can buy online right now. the guy behind it, Pablo Berlanga, is doing this to send robots into the places that kill people. think about how you'd check on a melting glacier or a deadly crevasse out in the middle of nowhere today. you either send a person who might not come back, or you skip it and learn nothing. so Berlanga wants a robot that walks in on its own, carries a few pounds of gear, and brings back footage from places no human can safely reach. i think eventually they'll even be used for robot rescue missions to reach people stranded in disasters and dangerous situations from here, the plan for Pemba is Mauna Kea in Hawaii, then Everest. Everest is the tricky one. the team wanted to send Pemba up this spring to start hauling trash off the mountain and tracking its glaciers (something Nepal genuinely needs help with) but the Nepalese government told them to wait. there's no law in Nepal for a climber that isn't human, so the rules have to get written before a robot can set foot on the mountain. kind of incredible that the machine is ready for Everest a full year before anyone's decided whether it's allowed to be up there

Ole Lehmann

33,997 Aufrufe • vor 2 Monaten

Elon Musk on Starship “This is the largest flying object ever made. So, to catch it with giant robot arms and pluck it out of the sky is pretty insane, but I think it's got a decent chance of working. It might take a few kicks at the can before it works. But we're not breaking physics, so success is one of the possible outcomes here.”

Elon Musk on Starship “This is the largest flying object ever made. So, to catch it with giant robot arms and pluck it out of the sky is pretty insane, but I think it's got a decent chance of working. It might take a few kicks at the can before it works. But we're not breaking physics, so success is one of the possible outcomes here.”

Tesla Owners Silicon Valley

1,245,267 Aufrufe • vor 1 Jahr

I asked the server at this sushi place if the robot servers stole her shifts and her answer surprised me. a few years ago they brought in robot servers. The boss started with 1 robot, cut the staff from 5 to 4. From day 1 the robots were a mess. They can basically only deliver drinks. They get in the way. The 4 remaining servers felt about 20% busier, like the robot made no difference. But the kids LOVED them. Adults posted videos to social media like I'm doing right now. This grew their business in an unexpected way. Today they only have 2 robots. Zero shifts replaced (she says). But the robots still deliver drinks and the restaurant is busier than ever. Conveyor belt sushi is brilliant. Familiar to Japan for decades, newer to the US. The more plates you grab, the more prizes you win. Gamification in real life. What this restaurant did is genius. Talk about a flywheel: - Conveyor belt drives social media virality, increasing sales - Robot servers drive social media virality, increasing sales - Gamification drives average order values (The food is pretty garbage BTW, but my kids love the concept and it's a tradition for us) The server was hesitant to admit this, but after working out the robot kinks it sounded like there would be more human shifts today if not for the 2 robots. How many people order drinks JUST to see the robot? They didn't replace humans on a 1:1 ratio. But 1:3 or 1:4, yes. AI and automation will add much more in efficiency and productivity than the jobs it takes. A huge net win.

I asked the server at this sushi place if the robot servers stole her shifts and her answer surprised me. a few years ago they brought in robot servers. The boss started with 1 robot, cut the staff from 5 to 4. From day 1 the robots were a mess. They can basically only deliver drinks. They get in the way. The 4 remaining servers felt about 20% busier, like the robot made no difference. But the kids LOVED them. Adults posted videos to social media like I'm doing right now. This grew their business in an unexpected way. Today they only have 2 robots. Zero shifts replaced (she says). But the robots still deliver drinks and the restaurant is busier than ever. Conveyor belt sushi is brilliant. Familiar to Japan for decades, newer to the US. The more plates you grab, the more prizes you win. Gamification in real life. What this restaurant did is genius. Talk about a flywheel: - Conveyor belt drives social media virality, increasing sales - Robot servers drive social media virality, increasing sales - Gamification drives average order values (The food is pretty garbage BTW, but my kids love the concept and it's a tradition for us) The server was hesitant to admit this, but after working out the robot kinks it sounded like there would be more human shifts today if not for the 2 robots. How many people order drinks JUST to see the robot? They didn't replace humans on a 1:1 ratio. But 1:3 or 1:4, yes. AI and automation will add much more in efficiency and productivity than the jobs it takes. A huge net win.

Chris Koerner

68,332 Aufrufe • vor 8 Tagen

This is one of my favorite movie endings... It has a powerful lesson: "At some point, everything is going to go south on you...and you're gonna say 'this is it, this is how I end.' Now you can either accept that, or you can get to work. That's all it is, you just begin. You do the math. You solve one problem. Then you solve the next one. And the next. And if you solve enough problems, you get to come home." This is the beautiful thing about life: No matter where you are today—no matter how deep in the darkness—you are always just one good decision away from being in a better place tomorrow. You can always focus on that one decision—that one problem—in front of you. Don't worry about the hundreds or thousands of decisions that you still have to make to get to where you want to be—just focus on the next decision. Just begin. Solve one problem. Then solve the next one. And the next. "Life is really simple, but we insist on making it complicated." - Confucius

This is one of my favorite movie endings... It has a powerful lesson: "At some point, everything is going to go south on you...and you're gonna say 'this is it, this is how I end.' Now you can either accept that, or you can get to work. That's all it is, you just begin. You do the math. You solve one problem. Then you solve the next one. And the next. And if you solve enough problems, you get to come home." This is the beautiful thing about life: No matter where you are today—no matter how deep in the darkness—you are always just one good decision away from being in a better place tomorrow. You can always focus on that one decision—that one problem—in front of you. Don't worry about the hundreds or thousands of decisions that you still have to make to get to where you want to be—just focus on the next decision. Just begin. Solve one problem. Then solve the next one. And the next. "Life is really simple, but we insist on making it complicated." - Confucius

Sahil Bloom

213,822 Aufrufe • vor 2 Jahren

What if robots could learn real-world tasks from your perspective… without ever touching a robot? This is a system that trains robot policies using nothing but human-first, egocentric video data from smart glasses. No robots, no teleop, no sensors, just humans doing real tasks in the real world. Why it matters ✅ Learns robot policies from 20 minutes of human video; zero robot demos ✅ Generalizes to new objects, views, and even robot morphologies ✅ Uses 3D points for interpretable, spatially grounded learning ✅ Deploys directly to real-world robots with strong zero-shot success Thank you, Vincent Liu, for sharing!!! Learn more here: 🔗 Paper: 🌐 Website: 📍 BOOKMARK FOR LATER

What if robots could learn real-world tasks from your perspective… without ever touching a robot? This is a system that trains robot policies using nothing but human-first, egocentric video data from smart glasses. No robots, no teleop, no sensors, just humans doing real tasks in the real world. Why it matters ✅ Learns robot policies from 20 minutes of human video; zero robot demos ✅ Generalizes to new objects, views, and even robot morphologies ✅ Uses 3D points for interpretable, spatially grounded learning ✅ Deploys directly to real-world robots with strong zero-shot success Thank you, Vincent Liu, for sharing!!! Learn more here: 🔗 Paper: 🌐 Website: 📍 BOOKMARK FOR LATER

Ilir Aliu - eu/acc

10,509 Aufrufe • vor 1 Jahr

Open-source robot arm meets hand tracking [📍GitHub below] It is designed with an industrial mindset but built as a 3D-printed desktop system. PAROL6 paired with a LEAP Motion controller is a nice example of how accessible robot teleoperation has become. • Hand motion is streamed to the robot at 100 Hz via UDP • A pneumatic gripper is controlled by simple fist open and close gestures • The entire robot stack is open source, from mechanics to control software Combine that with low-latency hand tracking and you get a very practical platform for learning manipulation, teleoperation, and human-robot interfaces. This kind of setup is great for experimentation, teleop, data collection, and teaching robots by demonstration All without proprietary hardware or locked software. Credit to SourceRobotics 📍Code: —— Weekly robotics and AI insights. Subscribe free:

Open-source robot arm meets hand tracking [📍GitHub below] It is designed with an industrial mindset but built as a 3D-printed desktop system. PAROL6 paired with a LEAP Motion controller is a nice example of how accessible robot teleoperation has become. • Hand motion is streamed to the robot at 100 Hz via UDP • A pneumatic gripper is controlled by simple fist open and close gestures • The entire robot stack is open source, from mechanics to control software Combine that with low-latency hand tracking and you get a very practical platform for learning manipulation, teleoperation, and human-robot interfaces. This kind of setup is great for experimentation, teleop, data collection, and teaching robots by demonstration All without proprietary hardware or locked software. Credit to SourceRobotics 📍Code: —— Weekly robotics and AI insights. Subscribe free:

Ilir Aliu

32,025 Aufrufe • vor 6 Monaten

Asmongold says his goal is not to change minds but to make people accept radical solutions "My goal is never about changing people's minds. I have no interest in changing people's minds." "The only thing I care about doing is making people realize how bad this is and making people more accepting to radical solutions to solve it. That's literally all I care about." "You can't win an argument against somebody that doesn't want to lose. It's like playing chess with a pigeon. You can win every move and they're gonna knock the pieces off the board and think they won anyway."

Asmongold says his goal is not to change minds but to make people accept radical solutions "My goal is never about changing people's minds. I have no interest in changing people's minds." "The only thing I care about doing is making people realize how bad this is and making people more accepting to radical solutions to solve it. That's literally all I care about." "You can't win an argument against somebody that doesn't want to lose. It's like playing chess with a pigeon. You can win every move and they're gonna knock the pieces off the board and think they won anyway."

Asmongold Updates

27,227 Aufrufe • vor 2 Monaten