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Autonomous tractor for precision spray application! 🍇 Bonsai Robotics, Inc. acquired Farm-ng in July 2025, merging autonomy software with modular electric farm robots into one company. But just couple months before the acquisition I had a chance to see Amiga in action in Watsonville, California (pictures in comments). Amiga...

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Lukas Ziegler

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11,659 görüntüleme • 1 ay önce •via X (Twitter)

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Brain-controlled exoskeletons to train humanoid robots! 🧠 Fourier just presented human tele-operators using brain control interfaces and exoskeletal arms to train humanoid robots on home tasks. The brain control interface is the interesting part. Instead of using a controller or joystick to teleoperate, the operator's movements and intentions are captured more naturally through the exoskeleton and BCI. This means the demonstrations are more fluid, more human-like, and better suited for training robots to perform delicate home tasks. Multiple tele-operators are simultaneously generating training data across multiple robots. This is how you build the dataset needed for eventual full autonomy, without waiting years for it to arrive. This might be the bridge between "robots that work in controlled environments" and "robots that work in homes." Not full autonomy right away, but trusted human intelligence operating through a robot body, getting better with every task completed. ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →
0:56

Brain-controlled exoskeletons to train humanoid robots! 🧠 Fourier just presented human tele-operators using brain control interfaces and exoskeletal arms to train humanoid robots on home tasks. The brain control interface is the interesting part. Instead of using a controller or joystick to teleoperate, the operator's movements and intentions are captured more naturally through the exoskeleton and BCI. This means the demonstrations are more fluid, more human-like, and better suited for training robots to perform delicate home tasks. Multiple tele-operators are simultaneously generating training data across multiple robots. This is how you build the dataset needed for eventual full autonomy, without waiting years for it to arrive. This might be the bridge between "robots that work in controlled environments" and "robots that work in homes." Not full autonomy right away, but trusted human intelligence operating through a robot body, getting better with every task completed. ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →

Lukas Ziegler

20,898 görüntüleme • 6 ay önce

Autonomous tractor from Netherlands! 🇳🇱 This is a fully autonomous tractor from Dutch company AgXeed, designed to work on fields without any human supervision. It's powered by a diesel engine that drives a generator, which then powers electric motors driving the tracks. The fuel tank allows for 24 hours of continuous operation. (nice!) The rear hitch has an 8-ton lift capacity, the front has 3 tons. It's equipped with electric PTO, hydraulic pump, and all the connections you'd find on a traditional tractor, meaning you can attach standard farm implements. Safety and navigation are handled by a LiDAR sensor on top, ultrasonic and radar sensors, and contact-sensitive bumpers. RTK GNSS receiver provides positioning accuracy down to 2.5 cm, with a module for bidirectional data transmission and RTK correction. Love seeing that so many companies are trying to make farmer's life easier! 🚜 ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →
0:59

Autonomous tractor from Netherlands! 🇳🇱 This is a fully autonomous tractor from Dutch company AgXeed, designed to work on fields without any human supervision. It's powered by a diesel engine that drives a generator, which then powers electric motors driving the tracks. The fuel tank allows for 24 hours of continuous operation. (nice!) The rear hitch has an 8-ton lift capacity, the front has 3 tons. It's equipped with electric PTO, hydraulic pump, and all the connections you'd find on a traditional tractor, meaning you can attach standard farm implements. Safety and navigation are handled by a LiDAR sensor on top, ultrasonic and radar sensors, and contact-sensitive bumpers. RTK GNSS receiver provides positioning accuracy down to 2.5 cm, with a module for bidirectional data transmission and RTK correction. Love seeing that so many companies are trying to make farmer's life easier! 🚜 ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →

Lukas Ziegler

131,634 görüntüleme • 6 ay önce

Autonomous tractor from Netherlands! 🇳🇱 Despite all the narrative, we are still building awesome companies in hardware space in Europe. Recently, I've posted about a Chinese autonomous tractors company. So today I wanted to show something that was created in the middle of Europe. This is a fully autonomous tractor from Dutch company AgXeed, designed to work on fields without any human supervision. It's powered by a diesel engine that drives a generator, which then powers electric motors driving the tracks. The fuel tank allows for 24 hours of continuous operation. (nice!) The rear hitch has an 8-ton lift capacity, the front has 3 tons. It's equipped with electric PTO, hydraulic pump, and all the connections you'd find on a traditional tractor, meaning you can attach standard farm implements. (nice! x2) Safety and navigation are handled by a LiDAR sensor on top, ultrasonic and radar sensors, and contact-sensitive bumpers. RTK GNSS receiver provides positioning accuracy down to 2.5 cm. Love seeing that so many companies are trying to make farmer's life easier! What are the others companies building in agri-tech? I want to meet them! 👀 ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →
0:59

Autonomous tractor from Netherlands! 🇳🇱 Despite all the narrative, we are still building awesome companies in hardware space in Europe. Recently, I've posted about a Chinese autonomous tractors company. So today I wanted to show something that was created in the middle of Europe. This is a fully autonomous tractor from Dutch company AgXeed, designed to work on fields without any human supervision. It's powered by a diesel engine that drives a generator, which then powers electric motors driving the tracks. The fuel tank allows for 24 hours of continuous operation. (nice!) The rear hitch has an 8-ton lift capacity, the front has 3 tons. It's equipped with electric PTO, hydraulic pump, and all the connections you'd find on a traditional tractor, meaning you can attach standard farm implements. (nice! x2) Safety and navigation are handled by a LiDAR sensor on top, ultrasonic and radar sensors, and contact-sensitive bumpers. RTK GNSS receiver provides positioning accuracy down to 2.5 cm. Love seeing that so many companies are trying to make farmer's life easier! What are the others companies building in agri-tech? I want to meet them! 👀 ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →

Lukas Ziegler

170,684 görüntüleme • 1 ay önce

Introducing Carbon AutoTractor! Today Carbon Robotics introduces the first and only tractor autonomy solution with real-time remote supervision and control. Powered by Carbon AI, Carbon AutoTractor is installed on existing tractors and is remotely monitored by Carbon Robotics operators, who handle interventions in real time to ensure seamless operation. Carbon AutoTractor delivers reliable, uninterrupted autonomous tractor operation–helping farmers increase productivity, reduce labor dependency, and scale operations. Developed with direct feedback from farmers, Carbon AutoTractor addresses the key barriers that have prevented the widespread adoption of tractor autonomy: frequent stoppages requiring farmer intervention, complex supervision and management, and unreliable solutions not built for 24/7 production operations. "Too often, autonomy in agriculture has been overpromised and underdelivered,” said Paul Mikesell, CEO and founder of Carbon Robotics. “We built Carbon AutoTractor to change that—by working closely with farmers every step of the way to design a solution rooted in simplicity, reliability, and the realities of modern farm operations. This is autonomy shaped by real-world experience, not just another tech experiment." Explore Carbon AutoTractor:
0:59

Introducing Carbon AutoTractor! Today Carbon Robotics introduces the first and only tractor autonomy solution with real-time remote supervision and control. Powered by Carbon AI, Carbon AutoTractor is installed on existing tractors and is remotely monitored by Carbon Robotics operators, who handle interventions in real time to ensure seamless operation. Carbon AutoTractor delivers reliable, uninterrupted autonomous tractor operation–helping farmers increase productivity, reduce labor dependency, and scale operations. Developed with direct feedback from farmers, Carbon AutoTractor addresses the key barriers that have prevented the widespread adoption of tractor autonomy: frequent stoppages requiring farmer intervention, complex supervision and management, and unreliable solutions not built for 24/7 production operations. "Too often, autonomy in agriculture has been overpromised and underdelivered,” said Paul Mikesell, CEO and founder of Carbon Robotics. “We built Carbon AutoTractor to change that—by working closely with farmers every step of the way to design a solution rooted in simplicity, reliability, and the realities of modern farm operations. This is autonomy shaped by real-world experience, not just another tech experiment." Explore Carbon AutoTractor:

Carbon Robotics

340,386 görüntüleme • 1 yıl önce

A fully electric autonomous tractor that lifts 4 tons, pulls 8 tons, runs 24 hours, and you can repair it in the middle of a field. This is Voltrac. 🦾 Made in Europe 🇪🇺 How would you design a futuristic autonomous tractor? Voltrac threw out everything and started from scratch. 70% fewer parts. One motor per wheel. Hot-swap batteries. Backwards compatible with any attachment a farmer already owns. Voltrac is more than a tractor, it’s the brain of the farm. One operator supervises multiple tractors across multiple farms. Every drive analyzes the crops, catches disease early, cuts fertilizer costs. And the same hitch that connects to farm tools connects to demining gear and resupply payloads for the front line. Disclaimer: I'm an early investor, because this is exactly what Europe needs. Europe had 70 million farmers in 2020. Projected 7 million by 2030. Our population keeps growing. Everyone still wants to eat. Somebody has to solve this. They build in Valencia, not China. Because the talent, the precision manufacturing, and the know-how are all here. We just forget how good we are. If we don't build this, someone in China will and sell it to European farmers. 🇪🇺🔥 Full Video on YT!
0:54

A fully electric autonomous tractor that lifts 4 tons, pulls 8 tons, runs 24 hours, and you can repair it in the middle of a field. This is Voltrac. 🦾 Made in Europe 🇪🇺 How would you design a futuristic autonomous tractor? Voltrac threw out everything and started from scratch. 70% fewer parts. One motor per wheel. Hot-swap batteries. Backwards compatible with any attachment a farmer already owns. Voltrac is more than a tractor, it’s the brain of the farm. One operator supervises multiple tractors across multiple farms. Every drive analyzes the crops, catches disease early, cuts fertilizer costs. And the same hitch that connects to farm tools connects to demining gear and resupply payloads for the front line. Disclaimer: I'm an early investor, because this is exactly what Europe needs. Europe had 70 million farmers in 2020. Projected 7 million by 2030. Our population keeps growing. Everyone still wants to eat. Somebody has to solve this. They build in Valencia, not China. Because the talent, the precision manufacturing, and the know-how are all here. We just forget how good we are. If we don't build this, someone in China will and sell it to European farmers. 🇪🇺🔥 Full Video on YT!

Andreas Klinger 🦾

41,766 görüntüleme • 2 ay önce

Another awesome robotics company raised funds in Europe. 🇪🇺 This time a company that is shipping robots that build! Monumental has raised $32M Series B led by Khosla Ventures, and its fleet of autonomous bricklaying robots has already built more than 100 real structures across Europe. Houses. A school. A community centre. A hotel. Canal walls. Founded by Salar al Khafaji al Khafaji and Sebastiaan Visser, the co-founders of data visualisation firm Silk, acquired by Palantir in 2016, this is a team that knows how to build and sell a company. The technology is serious: → Fleet of 100+ electric autonomous robots operating on live job sites today → Advanced sensors, computer vision and small cranes laying brick to millimetre precision → All driven by Atrium, their proprietary AI software platform → Nearly half of all homes built in the last three months alone, pace is compounding fast The business model is also worth taking a look at. Contractors don't buy the robots. They hire Monumental as an autonomous subcontractor and pay for finished wall. So in the end you only pay for the output. This is the same forward-deployed engineering model Palantir pioneered in software. Monumental brought it to physical robotics years before anyone else in the industry caught on. The backdrop makes this urgent. US construction is short 200,000-400,000 workers every month. Since 1945, US manufacturing productivity rose eightfold. Construction gained just 10%, and has actually declined since the 1960s. LET'S MAKE CONSTRUCTION BUSINESSES SEXY AGAIN! 🧱 ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →
0:28

Another awesome robotics company raised funds in Europe. 🇪🇺 This time a company that is shipping robots that build! Monumental has raised $32M Series B led by Khosla Ventures, and its fleet of autonomous bricklaying robots has already built more than 100 real structures across Europe. Houses. A school. A community centre. A hotel. Canal walls. Founded by Salar al Khafaji al Khafaji and Sebastiaan Visser, the co-founders of data visualisation firm Silk, acquired by Palantir in 2016, this is a team that knows how to build and sell a company. The technology is serious: → Fleet of 100+ electric autonomous robots operating on live job sites today → Advanced sensors, computer vision and small cranes laying brick to millimetre precision → All driven by Atrium, their proprietary AI software platform → Nearly half of all homes built in the last three months alone, pace is compounding fast The business model is also worth taking a look at. Contractors don't buy the robots. They hire Monumental as an autonomous subcontractor and pay for finished wall. So in the end you only pay for the output. This is the same forward-deployed engineering model Palantir pioneered in software. Monumental brought it to physical robotics years before anyone else in the industry caught on. The backdrop makes this urgent. US construction is short 200,000-400,000 workers every month. Since 1945, US manufacturing productivity rose eightfold. Construction gained just 10%, and has actually declined since the 1960s. LET'S MAKE CONSTRUCTION BUSINESSES SEXY AGAIN! 🧱 ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →

Lukas Ziegler

74,434 görüntüleme • 23 gün önce

This is not a 2050 warehouse. This is a modern air hub of Amazon. Amazon uses robots to help sort and ship billions of packages each year. At Amazon Air, the company's main air hub in Kentucky, hundreds of self-charging robots zoom across the warehouse floor to organize orders. These robots, called “drives,” follow small stickers on the floor to know where to go and when to speed up or slow down. Amazon has more than ONE MILLION robots in its facilities, and it’s even deploying more new types of robots that can sort items of different shapes and sizes. P.S. Can you guess how many robots they had back in 2013? ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →
0:23

This is not a 2050 warehouse. This is a modern air hub of Amazon. Amazon uses robots to help sort and ship billions of packages each year. At Amazon Air, the company's main air hub in Kentucky, hundreds of self-charging robots zoom across the warehouse floor to organize orders. These robots, called “drives,” follow small stickers on the floor to know where to go and when to speed up or slow down. Amazon has more than ONE MILLION robots in its facilities, and it’s even deploying more new types of robots that can sort items of different shapes and sizes. P.S. Can you guess how many robots they had back in 2013? ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →

Lukas Ziegler

178,090 görüntüleme • 14 gün önce

Build robots for a better future! 🚜 The farm-ng Amiga is more than just a farm robot — it’s an open-source development platform for agricultural innovation. Developers can easily build on top of its modular design, and developer-friendly SDK. Let's review other projects that were based on the Amiga robot! → At the Alcorn State University researchers developed a robot that uses UVC light to kill crops, pests, and diseases instead of chemical pesticides. It moves through crop rows using GPS and sensors to apply light precisely without harming plants. Such a cool one! → Another great project at Carnegie Mellon University, where they have developed a robot that plants trees automatically using a three-step process—digging, placing seedlings, and tamping the soil. It uses AI and sensors to navigate and ensure successful planting. → Last but not least, at Penn State University they created a weed-removing robot. This robot detects and removes weeds in high-tunnel farms. It uses cameras to map weed locations and applies precise herbicide amounts. This reduces chemical use, and labor, and improves crop management. As you can see, potential applications in agriculture are plentiful. I encourage you - let's build robots for better and more sustainable farms! Developers unite and build together!
1:37

Build robots for a better future! 🚜 The farm-ng Amiga is more than just a farm robot — it’s an open-source development platform for agricultural innovation. Developers can easily build on top of its modular design, and developer-friendly SDK. Let's review other projects that were based on the Amiga robot! → At the Alcorn State University researchers developed a robot that uses UVC light to kill crops, pests, and diseases instead of chemical pesticides. It moves through crop rows using GPS and sensors to apply light precisely without harming plants. Such a cool one! → Another great project at Carnegie Mellon University, where they have developed a robot that plants trees automatically using a three-step process—digging, placing seedlings, and tamping the soil. It uses AI and sensors to navigate and ensure successful planting. → Last but not least, at Penn State University they created a weed-removing robot. This robot detects and removes weeds in high-tunnel farms. It uses cameras to map weed locations and applies precise herbicide amounts. This reduces chemical use, and labor, and improves crop management. As you can see, potential applications in agriculture are plentiful. I encourage you - let's build robots for better and more sustainable farms! Developers unite and build together!

Lukas Ziegler

43,275 görüntüleme • 1 yıl önce

Autonomous farming at Reservoir Farms in Salinas. When I got here joined a bunch of farmers from Florida who were visiting. But during the talks Bonsai Robotics caught my attention. One of the first to use world models to drive autonomous farm equipment. Here's their CEO, Tyler Niday, talking to me about what's going on in farming around the world. And of course we talk about world models. My favorite topic lately. They have robots farming in Australia and here in America in a variety of places. He ran autonomous tractors for John Deere USA for years. Reservoir Farms is an incubator—think of it like Y Combinator or Founders Inc., but for people who are making autonomous, AI-driven tractors and other farm equipment. It's a remarkable place. Worth telling anyone in farming about. @bernsteind, who runs it, used to work at Google in high tech and got the bug to help startups hit the farming market. He has a fairly big plot of land to do all sorts of testing, demos, and development work here in Salinas, with about 40 acres of a variety of different crops. That is something you can't do in Silicon Valley anymore. It takes me back to my childhood when Silicon Valley used to be all farms. It was a lot of fun hanging out with the farmers. They'll be doing some events and hackathons down here. If you're from Silicon Valley, it's only an hour south, and I highly recommend coming down to see what's going on. The AI part of farming is very similar to building an autonomous car or truck, so the kinds of jobs are very similar. The market is just very different, and the kinds of things a robot needs to figure out are different. You might be picking apples or spraying crops. You don't have pedestrian traffic, maybe, but you have other kinds of things you need to train and model on to work around. Anyways, I had a beautiful day hanging out here.
23:17

Autonomous farming at Reservoir Farms in Salinas. When I got here joined a bunch of farmers from Florida who were visiting. But during the talks Bonsai Robotics caught my attention. One of the first to use world models to drive autonomous farm equipment. Here's their CEO, Tyler Niday, talking to me about what's going on in farming around the world. And of course we talk about world models. My favorite topic lately. They have robots farming in Australia and here in America in a variety of places. He ran autonomous tractors for John Deere USA for years. Reservoir Farms is an incubator—think of it like Y Combinator or Founders Inc., but for people who are making autonomous, AI-driven tractors and other farm equipment. It's a remarkable place. Worth telling anyone in farming about. @bernsteind, who runs it, used to work at Google in high tech and got the bug to help startups hit the farming market. He has a fairly big plot of land to do all sorts of testing, demos, and development work here in Salinas, with about 40 acres of a variety of different crops. That is something you can't do in Silicon Valley anymore. It takes me back to my childhood when Silicon Valley used to be all farms. It was a lot of fun hanging out with the farmers. They'll be doing some events and hackathons down here. If you're from Silicon Valley, it's only an hour south, and I highly recommend coming down to see what's going on. The AI part of farming is very similar to building an autonomous car or truck, so the kinds of jobs are very similar. The market is just very different, and the kinds of things a robot needs to figure out are different. You might be picking apples or spraying crops. You don't have pedestrian traffic, maybe, but you have other kinds of things you need to train and model on to work around. Anyways, I had a beautiful day hanging out here.

Robert Scoble

35,636 görüntüleme • 28 gün önce

China is leading in the humanoid race. 🇨🇳 UBTECH Robotics has officially shipped hundreds of its Walker S2 humanoids, not to demos or showcases, but directly into factories and logistics centers. Of course, as is often the case in our robotic world, there were doubts and accusations that it was CGI. This is one of the first large-scale industrial rollouts anywhere in the world. The robots are going to partners like BYD, Geely Auto, FAW-Volkswagen, Dongfeng Liuzhou, and Foxconn, where they’ll be used in frontline production tasks. Let's look at monehh: so UBTECH’s 2025 order book now exceeds 800M yuan (~$113M), and the company targets 500 units delivered by year-end. The Walker S2 is built for continuous operation, including an autonomous battery-swap system that lets it replace its own power pack and keep working without downtime. While Europe is still debating standards and long-term frameworks, China is already doing full production, testing, and integration at scale. 🇪🇺 In the meantime, USA claims that Chinese robots are fake, and China casually keep shipping them. 🇺🇸 The challenge is no longer whether humanoids will be used in industry, it’s who gets them deployed, reliable, and affordable first. And right now, Asia is the one shipping robots by the truckload. ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →
0:52

China is leading in the humanoid race. 🇨🇳 UBTECH Robotics has officially shipped hundreds of its Walker S2 humanoids, not to demos or showcases, but directly into factories and logistics centers. Of course, as is often the case in our robotic world, there were doubts and accusations that it was CGI. This is one of the first large-scale industrial rollouts anywhere in the world. The robots are going to partners like BYD, Geely Auto, FAW-Volkswagen, Dongfeng Liuzhou, and Foxconn, where they’ll be used in frontline production tasks. Let's look at monehh: so UBTECH’s 2025 order book now exceeds 800M yuan (~$113M), and the company targets 500 units delivered by year-end. The Walker S2 is built for continuous operation, including an autonomous battery-swap system that lets it replace its own power pack and keep working without downtime. While Europe is still debating standards and long-term frameworks, China is already doing full production, testing, and integration at scale. 🇪🇺 In the meantime, USA claims that Chinese robots are fake, and China casually keep shipping them. 🇺🇸 The challenge is no longer whether humanoids will be used in industry, it’s who gets them deployed, reliable, and affordable first. And right now, Asia is the one shipping robots by the truckload. ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →

Lukas Ziegler

13,890 görüntüleme • 8 ay önce

Today we start a new chapter at Affinity Farms. I always remember my dad talking about grandpa bringing home the first tractor on the farm 75years ago and his dad telling him, standing behind a horse drawn plow, get that thing out of here you’re going to tear down every piece of corn in this field. I always wondered what it was like seeing that transformation, living in a time where machinery replaced horses on the farm. Today we started what I think will be transformational not just for our farm, but for so many. We parked our big planters and tractors in the shed and set loose autonomy on the farm. Handing over all of our fall seeding for cash crop barley, rye and wheat. And planting all of our corn and soybeans next spring. While far from full autonomy on the farm it’s a giant leap of faith in that direction. There will be many hiccups along the way, but it’s something worth trying! Huge thank you to AIT, Precision Planting, and Sabanto for helping bring autonomy to row cropping. And a huge thank you to the farm team for the trust and commitment as we steer through the coming challenges and opportunities! Can’t wait to see what the future holds!
0:29

Today we start a new chapter at Affinity Farms. I always remember my dad talking about grandpa bringing home the first tractor on the farm 75years ago and his dad telling him, standing behind a horse drawn plow, get that thing out of here you’re going to tear down every piece of corn in this field. I always wondered what it was like seeing that transformation, living in a time where machinery replaced horses on the farm. Today we started what I think will be transformational not just for our farm, but for so many. We parked our big planters and tractors in the shed and set loose autonomy on the farm. Handing over all of our fall seeding for cash crop barley, rye and wheat. And planting all of our corn and soybeans next spring. While far from full autonomy on the farm it’s a giant leap of faith in that direction. There will be many hiccups along the way, but it’s something worth trying! Huge thank you to AIT, Precision Planting, and Sabanto for helping bring autonomy to row cropping. And a huge thank you to the farm team for the trust and commitment as we steer through the coming challenges and opportunities! Can’t wait to see what the future holds!

Quint Pottinger (Affinity Farms)

15,601 görüntüleme • 9 ay önce

Steve Jobs on why consulting is like looking at a picture of a banana: "I don't think there's anything inherently evil in consulting. But without owning something over an extended period of time, like a few years where one has a chance to take responsibility for one's recommendations, where one has to see one's recommendations through all action stages and accumulate scar tissue for the mistakes and pick oneself up off the ground and dust oneself off… one learns a fraction of what one can." Steve continues: "When you're coming in and making recommendations and not owning the results, not owning the implementation, it's a fraction of the value and a fraction of the opportunity to learn and get better." He uses an analogy: "You do get a broad cut at companies, but it's very thin. It's like a picture of a banana. You might get a very accurate picture, but it's only two-dimensional. Without the experience of actually doing it, you never get three-dimensional. So you might have a lot of pictures on your walls. You can show it off to your friends, 'I've worked in bananas, I've worked in peaches, I've worked in grapes,' but you never really taste it."
2:13

Steve Jobs on why consulting is like looking at a picture of a banana: "I don't think there's anything inherently evil in consulting. But without owning something over an extended period of time, like a few years where one has a chance to take responsibility for one's recommendations, where one has to see one's recommendations through all action stages and accumulate scar tissue for the mistakes and pick oneself up off the ground and dust oneself off… one learns a fraction of what one can." Steve continues: "When you're coming in and making recommendations and not owning the results, not owning the implementation, it's a fraction of the value and a fraction of the opportunity to learn and get better." He uses an analogy: "You do get a broad cut at companies, but it's very thin. It's like a picture of a banana. You might get a very accurate picture, but it's only two-dimensional. Without the experience of actually doing it, you never get three-dimensional. So you might have a lot of pictures on your walls. You can show it off to your friends, 'I've worked in bananas, I've worked in peaches, I've worked in grapes,' but you never really taste it."

Jaynit

51,172 görüntüleme • 6 ay önce

Robots moving railcars! 🚃 Did you know that KUKA is also in the mobile robots business? Yes, you heard that right. And not just any robots. Robots that carry up to 56 tons! 🏋🏼 The railcar production process is highly complex, particularly when moving massive cars sideways within a plant. This challenge has been addressed at the Siemens facility in Germany using the OmniMove system from KUKA. The system allows for precise positioning, enabling the units to lift, move, and lower railcars with remarkable accuracy. With Mecanum wheels, the OmniMove units can move seamlessly in any direction, making the process incredibly efficient. Together, these units are capable of lifting up to 56 tons, streamlining heavy railcar production. This one is clearly tele-operated, but just looking at it makes me feel safer when I see a human in the loop. What a great use case for mobile robots! 😮‍💨 ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →
0:38

Robots moving railcars! 🚃 Did you know that KUKA is also in the mobile robots business? Yes, you heard that right. And not just any robots. Robots that carry up to 56 tons! 🏋🏼 The railcar production process is highly complex, particularly when moving massive cars sideways within a plant. This challenge has been addressed at the Siemens facility in Germany using the OmniMove system from KUKA. The system allows for precise positioning, enabling the units to lift, move, and lower railcars with remarkable accuracy. With Mecanum wheels, the OmniMove units can move seamlessly in any direction, making the process incredibly efficient. Together, these units are capable of lifting up to 56 tons, streamlining heavy railcar production. This one is clearly tele-operated, but just looking at it makes me feel safer when I see a human in the loop. What a great use case for mobile robots! 😮‍💨 ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →

Lukas Ziegler

19,148 görüntüleme • 1 ay önce

This is what open robotics actually looks like! 🔓 I was in Bordeaux, sitting inside Pollen Robotics, and had a chance to play around with their humanoid robot Reachy 2. It’s expressive, modular, and can even bring you coffee, and of course runs Python or Rust. I was talking with Reachy in 3 different languages, tele-operating it and manipulating kitchen stuff, and make it even mimic my gestures. The best part is that there are no locked APIs, or hidden stuff, just an open platform that you can build upon. The connection with Hugging Face makes it super easy to start, as the open source approach allows everyone to contribute, experiment and add their own things. I already ordered his little brother Reachy Mini, let's see what a robotics rookie can do with that robot! 👀 ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →
1:36

This is what open robotics actually looks like! 🔓 I was in Bordeaux, sitting inside Pollen Robotics, and had a chance to play around with their humanoid robot Reachy 2. It’s expressive, modular, and can even bring you coffee, and of course runs Python or Rust. I was talking with Reachy in 3 different languages, tele-operating it and manipulating kitchen stuff, and make it even mimic my gestures. The best part is that there are no locked APIs, or hidden stuff, just an open platform that you can build upon. The connection with Hugging Face makes it super easy to start, as the open source approach allows everyone to contribute, experiment and add their own things. I already ordered his little brother Reachy Mini, let's see what a robotics rookie can do with that robot! 👀 ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →

Lukas Ziegler

19,433 görüntüleme • 7 ay önce

Robotics is entering the mainstream! 👀 Let's accept this fact. Consumptionism – stonks. Possibilities (HW + SW) – stonks. Demographics - not stonks. Modern robots are often designed to interact with our legacy world, whether it's a household, a factory, or a shipyard. That means they often need to work with existing machines, tools, and spaces. In short: retrofitting. Improving old machines with new technologies without major interference in their operation. Modern way of integrating things. You don't have to change the entire environment to deploy a robot. The robot will adapt, just as human would when freshly hired. The promise is to have an army of robots to help with the world designed for us. I also believe that general purpose robots, are not a direct competition for single purpose machines (like a highly efficient specialized packaging machine, for example). It's like adding a robot to this carriage. Specialized machine could be a car ;) ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →
0:59

Robotics is entering the mainstream! 👀 Let's accept this fact. Consumptionism – stonks. Possibilities (HW + SW) – stonks. Demographics - not stonks. Modern robots are often designed to interact with our legacy world, whether it's a household, a factory, or a shipyard. That means they often need to work with existing machines, tools, and spaces. In short: retrofitting. Improving old machines with new technologies without major interference in their operation. Modern way of integrating things. You don't have to change the entire environment to deploy a robot. The robot will adapt, just as human would when freshly hired. The promise is to have an army of robots to help with the world designed for us. I also believe that general purpose robots, are not a direct competition for single purpose machines (like a highly efficient specialized packaging machine, for example). It's like adding a robot to this carriage. Specialized machine could be a car ;) ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →

Lukas Ziegler

14,396 görüntüleme • 6 ay önce

Something must change in robotics! 😖 As more billion-dollar players enter the space, more systems are closing off. APIs move behind paywalls, platforms lock down, and robots turn into black boxes. Pollen Robotics is taking the opposite route. With Reachy 2, everything is open: the code, the CAD files, the ROS 2 interfaces, the communication stack. If you want to swap the camera, redesign the gripper, or fork the whole system, you can, and that’s the point. It creates a culture where universities can run real experiments without licensing drama, and startups can prototype without waiting for vendor permission. Clone it on GitHub. Add behaviors. Share datasets. Fork the models. Push improvements upstream. The Hugging Face influence is real. It’s two open ecosystems aligning around the same idea: robotics should be built by more than a handful of companies. It was so cool to meet the team behind Reachy 2 in Bordeaux! 🔥 ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →
1:16

Something must change in robotics! 😖 As more billion-dollar players enter the space, more systems are closing off. APIs move behind paywalls, platforms lock down, and robots turn into black boxes. Pollen Robotics is taking the opposite route. With Reachy 2, everything is open: the code, the CAD files, the ROS 2 interfaces, the communication stack. If you want to swap the camera, redesign the gripper, or fork the whole system, you can, and that’s the point. It creates a culture where universities can run real experiments without licensing drama, and startups can prototype without waiting for vendor permission. Clone it on GitHub. Add behaviors. Share datasets. Fork the models. Push improvements upstream. The Hugging Face influence is real. It’s two open ecosystems aligning around the same idea: robotics should be built by more than a handful of companies. It was so cool to meet the team behind Reachy 2 in Bordeaux! 🔥 ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →

Lukas Ziegler

21,046 görüntüleme • 8 ay önce

🇺🇸 TRUMP & LUTNICK EYE HUMANOID ROBOTICS REVOLUTION IN 2026: “AI THAT WALKS AND WORKS” Trump and Secretary of Commerce Howard Lutnick are now turning their attention to the next seismic shift in tech: humanoid robotics, with a targeted push beginning in 2026. The move is part of a broader strategy to supercharge American AI leadership, but not just in software. The focus is shifting to physical, labor-replacing machines: humanoid robots that can think, move, and work in real-world environments. Think less ChatGPT, more “steel spine and servers flipping burgers, or building cars.” Why does it matter though? The U.S. is now staring down a future where whoever builds the best humanoid labor force wins the next economy, and we know China’s not waiting. Trump and Lutnick’s entrance into this space signals something serious: this isn’t just a Silicon Valley playground anymore. This is becoming a national priority. For a country dealing with a shrinking workforce, soaring labor costs, and foreign competitors pumping billions into robotics. It’s time to start taking humanoid robots more seriously and build them already. 2026 could be the year the Made in America label gets printed by robots. Source: Disclose.tv / Politico / AOL News
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🇺🇸 TRUMP & LUTNICK EYE HUMANOID ROBOTICS REVOLUTION IN 2026: “AI THAT WALKS AND WORKS” Trump and Secretary of Commerce Howard Lutnick are now turning their attention to the next seismic shift in tech: humanoid robotics, with a targeted push beginning in 2026. The move is part of a broader strategy to supercharge American AI leadership, but not just in software. The focus is shifting to physical, labor-replacing machines: humanoid robots that can think, move, and work in real-world environments. Think less ChatGPT, more “steel spine and servers flipping burgers, or building cars.” Why does it matter though? The U.S. is now staring down a future where whoever builds the best humanoid labor force wins the next economy, and we know China’s not waiting. Trump and Lutnick’s entrance into this space signals something serious: this isn’t just a Silicon Valley playground anymore. This is becoming a national priority. For a country dealing with a shrinking workforce, soaring labor costs, and foreign competitors pumping billions into robotics. It’s time to start taking humanoid robots more seriously and build them already. 2026 could be the year the Made in America label gets printed by robots. Source: Disclose.tv / Politico / AOL News

Mario Nawfal

64,898 görüntüleme • 8 ay önce

Japan Just Built a HouseBot You Control Without Speaking and It Changes Everything! Donut Robotics has officially unveiled its first bipedal humanoid, Cinnamon 1, and instead of focusing on louder voices or bigger motors, the company went in the opposite direction. Silence. Cinnamon 1 introduces what Donut Robotics calls Silent Gesture Control, a system that allows the humanoid to be guided using simple hand and finger movements rather than spoken commands. This approach feels especially well suited for real world environments where traditional voice control falls apart. Busy factory floors. Construction sites filled with constant noise. Even quiet indoor settings where voice commands feel awkward or intrusive. It also opens the door for far more accessible human robot interaction, particularly for users with impairments. While the current Cinnamon 1 hardware is built on an OEM platform, the intelligence driving it is where Donut Robotics is placing its long term bet. The team is actively developing custom Vision Language Action AI that allows the robot to interpret what it sees, understand intent, and respond with physical action. The goal is not just smarter robots, but robots that feel more natural. Even more ambitious is the company’s plan for full domestic production. Donut Robotics has stated its intention to localize both manufacturing and AI development in Japan, reinforcing the country’s reputation for precision engineering and thoughtful robotics design. If timelines hold, Cinnamon 1 units are expected to begin deployment in factories and construction environments by the end of 2026. That puts this humanoid squarely in the category of near term reality rather than distant concept. The takeaway is simple but important. As humanoid robots move out of labs and into daily work environments, the winners may not be the loudest or flashiest machines. They may be the ones that understand us without a word being spoken.
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Japan Just Built a HouseBot You Control Without Speaking and It Changes Everything! Donut Robotics has officially unveiled its first bipedal humanoid, Cinnamon 1, and instead of focusing on louder voices or bigger motors, the company went in the opposite direction. Silence. Cinnamon 1 introduces what Donut Robotics calls Silent Gesture Control, a system that allows the humanoid to be guided using simple hand and finger movements rather than spoken commands. This approach feels especially well suited for real world environments where traditional voice control falls apart. Busy factory floors. Construction sites filled with constant noise. Even quiet indoor settings where voice commands feel awkward or intrusive. It also opens the door for far more accessible human robot interaction, particularly for users with impairments. While the current Cinnamon 1 hardware is built on an OEM platform, the intelligence driving it is where Donut Robotics is placing its long term bet. The team is actively developing custom Vision Language Action AI that allows the robot to interpret what it sees, understand intent, and respond with physical action. The goal is not just smarter robots, but robots that feel more natural. Even more ambitious is the company’s plan for full domestic production. Donut Robotics has stated its intention to localize both manufacturing and AI development in Japan, reinforcing the country’s reputation for precision engineering and thoughtful robotics design. If timelines hold, Cinnamon 1 units are expected to begin deployment in factories and construction environments by the end of 2026. That puts this humanoid squarely in the category of near term reality rather than distant concept. The takeaway is simple but important. As humanoid robots move out of labs and into daily work environments, the winners may not be the loudest or flashiest machines. They may be the ones that understand us without a word being spoken.

The AI Robot Guy on X

257,928 görüntüleme • 6 ay önce

Turning video into humanoid robot motion! 🤳🏼 Training humanoid robots needs huge amounts of motion data, but real-world capture doesn’t scale. Mocap is expensive, dangerous edge cases are rare, and you can’t ask humans to repeatedly fall or crash. Video2Robot tackles this by converting videos into physics-grounded humanoid simulations. Motion is generated to respect balance, inertia, ground contact, and joint limits, then directly retargeted to robot simulators. One prompt can generate a full humanoid motion sequence, including multi-agent interactions and failure cases like falls or collisions, scenarios that are hard or impossible to capture safely in the real world. The pipeline is model-agnostic and works with existing video generators, making it a practical way to scale data for robots. If robots are going to operate in the real world, they need to be trained on the failures too, not just the perfect demos. Here's the GitHub: ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →
0:26

Turning video into humanoid robot motion! 🤳🏼 Training humanoid robots needs huge amounts of motion data, but real-world capture doesn’t scale. Mocap is expensive, dangerous edge cases are rare, and you can’t ask humans to repeatedly fall or crash. Video2Robot tackles this by converting videos into physics-grounded humanoid simulations. Motion is generated to respect balance, inertia, ground contact, and joint limits, then directly retargeted to robot simulators. One prompt can generate a full humanoid motion sequence, including multi-agent interactions and failure cases like falls or collisions, scenarios that are hard or impossible to capture safely in the real world. The pipeline is model-agnostic and works with existing video generators, making it a practical way to scale data for robots. If robots are going to operate in the real world, they need to be trained on the failures too, not just the perfect demos. Here's the GitHub: ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →

Lukas Ziegler

59,835 görüntüleme • 7 ay önce

Hyundai Glovis achieves 100% robot uptime with wireless charging! 🔌 Hyundai Glovis faced a problem common to warehouse automation: charging downtime was killing efficiency. Their fleet of AGVs operated with a 6.75:1 work-to-charge ratio. Every seventh robot was charging at any given moment. This meant 15% operational efficiency loss, or the need to purchase 15% extra robots just to compensate for charging downtime. CaPow solution is wireless power transfer while robots work! 🛜 The Genesis platform uses capacitive charging pads placed in the floor where robots naturally stop during operations, in this case, at picking stations. No docking required, no deviation from routes, no excavation needed. The test compared two identical setups. Section A used three robots with traditional charging (operate until 40% battery, charge to 95%). Section B used three robots with CaPow's system, charging at the picking station while operators picked items from bins. Traditional robots lost 8.3% battery per hour and suffered 33% operational inefficiency (150 minutes downtime out of 447 minutes). CaPowered robots gained 1% battery per hour on average and achieved 100% uptime for the entire 8-hour shift. The math on a 100-robot fleet is clear. Traditional charging means only 85 robots working at any time. To maintain full throughput, you need to buy 15 extra robots plus 15 extra chargers. Those chargers consume valuable warehouse space and add extra downtime as robots travel to and from charging zones. CaPow eliminates all of it. No extra robots, no chargers taking up floor space, no charging routes, no fleet management complexity. ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →
0:38

Hyundai Glovis achieves 100% robot uptime with wireless charging! 🔌 Hyundai Glovis faced a problem common to warehouse automation: charging downtime was killing efficiency. Their fleet of AGVs operated with a 6.75:1 work-to-charge ratio. Every seventh robot was charging at any given moment. This meant 15% operational efficiency loss, or the need to purchase 15% extra robots just to compensate for charging downtime. CaPow solution is wireless power transfer while robots work! 🛜 The Genesis platform uses capacitive charging pads placed in the floor where robots naturally stop during operations, in this case, at picking stations. No docking required, no deviation from routes, no excavation needed. The test compared two identical setups. Section A used three robots with traditional charging (operate until 40% battery, charge to 95%). Section B used three robots with CaPow's system, charging at the picking station while operators picked items from bins. Traditional robots lost 8.3% battery per hour and suffered 33% operational inefficiency (150 minutes downtime out of 447 minutes). CaPowered robots gained 1% battery per hour on average and achieved 100% uptime for the entire 8-hour shift. The math on a 100-robot fleet is clear. Traditional charging means only 85 robots working at any time. To maintain full throughput, you need to buy 15 extra robots plus 15 extra chargers. Those chargers consume valuable warehouse space and add extra downtime as robots travel to and from charging zones. CaPow eliminates all of it. No extra robots, no chargers taking up floor space, no charging routes, no fleet management complexity. ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →

Lukas Ziegler

17,778 görüntüleme • 5 ay önce