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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

61,630 subscribers

11,726 次观看 • 2 个月前 •via X (Twitter)

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8 条评论

Lukas Ziegler 的头像
Lukas Ziegler2 个月前

march 2026 in watsonville

Clanker 的头像
Clanker2 个月前

@bonsai_robotics okay this clanker can stay

Agnes Broad 的头像
Agnes Broad2 个月前

@bonsai_robotics We all are robots. Most won't have jobs.

Cassidy Waters 的头像
Cassidy Waters2 个月前

@bonsai_robotics Robits ftw.

Piotrek 的头像
Piotrek2 个月前

that is a great piece of engineering and a masterclass in physical ai It's great for margins but also for employees who shift upwards in the work pyramid and a logical countermeasure to the crawling demographic crash coming to many well-developed countries in the coming decade (and people don't often realize this)

AIKeaton UK 的头像
AIKeaton UK2 个月前

@bonsai_robotics Boston Dynamics gets the headlines but the actual deployment volume is in agriculture and warehousing. That's where the real work is.

Mirrorworld AI 的头像
Mirrorworld AI2 个月前

@bonsai_robotics how does the sim-to-real gap show up in vineyard spray patterns for the Amiga Max?

💎DeCentrAlized⁶⁹⁰⁰💹🧲Non-FiatMAXI🏞️🟧🟦🔺🟣🟡🟢 的头像
💎DeCentrAlized⁶⁹⁰⁰💹🧲Non-FiatMAXI🏞️🟧🟦🔺🟣🟡🟢2 个月前

@bonsai_robotics Are we not going to talk about why the first two plants didn't get sprayed? It's clearly affecting the one on the left.

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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 →
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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 →

Lukas Ziegler

21,042 次观看 • 8 个月前

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 →
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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

131,753 次观看 • 8 个月前

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 →
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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

171,023 次观看 • 3 个月前

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!
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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!

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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

74,876 次观看 • 2 个月前

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 →
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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

181,431 次观看 • 2 个月前

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!
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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

43,325 次观看 • 1 年前

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

35,848 次观看 • 2 个月前

Robots are coming for one of agriculture's most delicate jobs. Picking berries! 🍓 This is Fieldwork Robotics' Fieldworker 1 platform, designed to autonomously harvest raspberries at speeds comparable to human workers. That might sound simple, but berry picking is one of the hardest challenges in agricultural robotics. The robot needs to identify ripe fruit, avoid damaging fragile berries, and operate efficiently in a constantly changing environment. Fieldworker 1 uses custom AI systems and spectral analysis to assess ripeness and is designed so that a single operator can supervise multiple robots in the field. Agriculture continues to face labor shortages across many regions, while growers are under pressure to improve productivity and reduce waste. That's creating a strong demand for automation solutions that can work alongside existing operations. Fieldwork is already running trials with Costa Group, one of Australia's largest fruit growers, and joins a growing group of companies proving that robotic harvesting is moving from research projects into commercial deployments. That's a great market to look out for robotic solutions. ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →
0:24

Robots are coming for one of agriculture's most delicate jobs. Picking berries! 🍓 This is Fieldwork Robotics' Fieldworker 1 platform, designed to autonomously harvest raspberries at speeds comparable to human workers. That might sound simple, but berry picking is one of the hardest challenges in agricultural robotics. The robot needs to identify ripe fruit, avoid damaging fragile berries, and operate efficiently in a constantly changing environment. Fieldworker 1 uses custom AI systems and spectral analysis to assess ripeness and is designed so that a single operator can supervise multiple robots in the field. Agriculture continues to face labor shortages across many regions, while growers are under pressure to improve productivity and reduce waste. That's creating a strong demand for automation solutions that can work alongside existing operations. Fieldwork is already running trials with Costa Group, one of Australia's largest fruit growers, and joins a growing group of companies proving that robotic harvesting is moving from research projects into commercial deployments. That's a great market to look out for robotic solutions. ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →

Lukas Ziegler

25,493 次观看 • 2 个月前

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 次观看 • 10 个月前

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 次观看 • 11 个月前

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 次观看 • 8 个月前

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 次观看 • 8 个月前

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

19,285 次观看 • 3 个月前

Robots helping with grain bins! 🌾 That's quite an interesting use case for robots. Let's break it down! So grain bins are explosion hazards. The interior is classified as an Ex-zone due to dust that can ignite. That's just the beginning. It takes less than five seconds to become helplessly trapped in flowing grain, less than thirty seconds to be fully engulfed. Purdue data shows 22 fatalities in confined spaces such as grain bins. That's why it's a great application for robotics. This robot from Grain Weevil is about two feet long, weighs 50 pounds, and uses two motorized augers for propulsion. As it moves, it creates a "controlled avalanche", grain breaks up and levels itself using gravity. It handles the work farmers do manually: leveling grain, breaking crusts and bridges that form from moisture, removing grain from walls, and feeding extraction augers during unloading. Current version runs 1-2 hours on a 15-20 minute charge. Farmers control it from outside the bin with a remote and camera system. Full autonomy is coming by fall 2026. GPS and Wi-Fi don't penetrate steel grain bins. Traditional autonomous machines fail. Grain Weevil is overcoming this by mounting small magnetic radio devices outside the grain bin, triangulating space so the robot maps the interior in real time. 📻 ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →
0:47

Robots helping with grain bins! 🌾 That's quite an interesting use case for robots. Let's break it down! So grain bins are explosion hazards. The interior is classified as an Ex-zone due to dust that can ignite. That's just the beginning. It takes less than five seconds to become helplessly trapped in flowing grain, less than thirty seconds to be fully engulfed. Purdue data shows 22 fatalities in confined spaces such as grain bins. That's why it's a great application for robotics. This robot from Grain Weevil is about two feet long, weighs 50 pounds, and uses two motorized augers for propulsion. As it moves, it creates a "controlled avalanche", grain breaks up and levels itself using gravity. It handles the work farmers do manually: leveling grain, breaking crusts and bridges that form from moisture, removing grain from walls, and feeding extraction augers during unloading. Current version runs 1-2 hours on a 15-20 minute charge. Farmers control it from outside the bin with a remote and camera system. Full autonomy is coming by fall 2026. GPS and Wi-Fi don't penetrate steel grain bins. Traditional autonomous machines fail. Grain Weevil is overcoming this by mounting small magnetic radio devices outside the grain bin, triangulating space so the robot maps the interior in real time. 📻 ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →

Lukas Ziegler

11,089 次观看 • 2 个月前

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 次观看 • 7 个月前

We’re excited to welcome Animesh Garg as our new Chief Research Officer at microagi, with the team from Usable Robots joining him. He has spent most of his career working on one of the hardest problems in robotics: getting robots out of the lab and into the real world. Frontier AI now works. Hardware is becoming cheap. And the industry is finally learning how to collect robot data at scale. What’s still missing is post-training. Taking a general-purpose model and teaching it one specific job, in one specific environment, until a company can actually depend on it. In LLMs, post-training is what turned impressive demos into products. In robotics, that layer barely exists yet. A strong model is a capability. A robot that can perform the same job, on the same line, every shift, without an engineer standing next to it, is a product. And that process has to happen again for every task, every site, and every customer. We believe the company that can do this well, fast, and at scale will be the company that puts robots into production at massive scale. MicroAGI is building both sides of that system. With shift, we’re building one of the most diverse and largest egocentric datasets in the world. With Atlas, we post-train and harness models directly on enterprise deployments. Our goal is simple: Deploy 1 million robots.
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We’re excited to welcome Animesh Garg as our new Chief Research Officer at microagi, with the team from Usable Robots joining him. He has spent most of his career working on one of the hardest problems in robotics: getting robots out of the lab and into the real world. Frontier AI now works. Hardware is becoming cheap. And the industry is finally learning how to collect robot data at scale. What’s still missing is post-training. Taking a general-purpose model and teaching it one specific job, in one specific environment, until a company can actually depend on it. In LLMs, post-training is what turned impressive demos into products. In robotics, that layer barely exists yet. A strong model is a capability. A robot that can perform the same job, on the same line, every shift, without an engineer standing next to it, is a product. And that process has to happen again for every task, every site, and every customer. We believe the company that can do this well, fast, and at scale will be the company that puts robots into production at massive scale. MicroAGI is building both sides of that system. With shift, we’re building one of the most diverse and largest egocentric datasets in the world. With Atlas, we post-train and harness models directly on enterprise deployments. Our goal is simple: Deploy 1 million robots.

microagi

69,460 次观看 • 5 天前