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🌍 | Oxford researchers are using robotics to transform sustainable forest management practices in the pioneering DigiForest project, joining a wider Horizon Europe 🇪🇺 team with partners across Europe DigiForest Research Project. #OxfordClimate | Oxford Dynamic Robot Systems | Oxford Robotics Institute | Engineering Science, Oxford

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A student in Zurich sleeps in a camper van outside a hangar every night. Just to have more hours to build a humanoid robot. He’s obsessive. He's not alone. 2,500 students across Europe are getting into robotics right now. And now they united and just launched: ESRA, the European Student Robotics Association. 🇪🇺🦾 They are bringing together highly talented young people, give them space, give them resources and let them build. By now already 13 robotics clubs. 8 countries. 2,500+ students. I visited several of them over the last weeks to get to know them and let them tell their stories. We've also been helping behind the scenes where we can, because this is exactly what Europe needs. Several multiple billion dollar companies will come out of the ESRA network. Right here in Europe. If the Bay Area had a student robotics network like this, they would never shut up about it. Time we do the same. 😤🔥🇪🇺 It only needs a few crazy ones to fix a continent. Turns out they're already building. 🇪🇺
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A student in Zurich sleeps in a camper van outside a hangar every night. Just to have more hours to build a humanoid robot. He’s obsessive. He's not alone. 2,500 students across Europe are getting into robotics right now. And now they united and just launched: ESRA, the European Student Robotics Association. 🇪🇺🦾 They are bringing together highly talented young people, give them space, give them resources and let them build. By now already 13 robotics clubs. 8 countries. 2,500+ students. I visited several of them over the last weeks to get to know them and let them tell their stories. We've also been helping behind the scenes where we can, because this is exactly what Europe needs. Several multiple billion dollar companies will come out of the ESRA network. Right here in Europe. If the Bay Area had a student robotics network like this, they would never shut up about it. Time we do the same. 😤🔥🇪🇺 It only needs a few crazy ones to fix a continent. Turns out they're already building. 🇪🇺

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Jeff Bezos tries the Tactile Telerobot. The Tactile Telerobot is a haptic telerobotic system capable of transmitting realistic touch feedback to an operator located anywhere in the world. Developed through a joint collaboration between Shadow Robot Company, HaptX, and SynTouch, the project’s initial research and development was funded by All Nippon Airways. -- Robotics teams are challenged to turn human-like dexterity from theory into real-world systems. While dexterous manipulation promises major impact across industries, a gap remains between capability and deployment. Shadow Robot helps close this gap through a dexterity-first, structured engagement model that transforms ideas into prototypes and scalable solutions. The "Trusted Hands: Engineering Collaboration with Shadow Robot" whitepaper highlights how collaboration and repeatable frameworks enable organizations to overcome barriers and advance dexterous robotics in new domains. Get it here: #robotics #robots #engineering #technology

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JUST IN: microagi is opening its Global Robotics Research HQ on Bahnhofstrasse in Zürich, and choosing it over San Francisco. Eight months ago microagi was five people in a Munich hacker house. Today they operate in 15+ countries. The reasoning behind Zürich is compelling: → Highest density of robotics talent in the world, ETH Zürich, EPFL, University of Zürich, IBM Research, Google, NVIDIA, Meta, Apple and Microsoft all run serious ML and robotics teams here → ABB, one of the most important industrial automation companies on earth, is headquartered in the city itself → Within a 6-hour radius: German automotive, Italian manufacturing, French aerospace, Benelux logistics and Swiss machine tools But the line that stuck with me most: "Europe was late to consumer internet. Europe was late to cloud. Europe was late to the foundation-model wave. But Europe is not late to robotics." That is exactly right. The industrial base that physical AI sits on top of has been in Europe for 150 years. Precision mechanics. Machine-tool culture. Safety-critical engineering. Automation-grade manufacturing. The next decade of AI value will be created where bits meet atoms. And Europe is finally in the right position at the right moment. microagi gets it. And they're planting their flag right in the heart of it. 🇨🇭🇪🇺 Bercan, Yoan Iliev, Zeno, Gianni Hodel LFG! 🔥 ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →
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JUST IN: microagi is opening its Global Robotics Research HQ on Bahnhofstrasse in Zürich, and choosing it over San Francisco. Eight months ago microagi was five people in a Munich hacker house. Today they operate in 15+ countries. The reasoning behind Zürich is compelling: → Highest density of robotics talent in the world, ETH Zürich, EPFL, University of Zürich, IBM Research, Google, NVIDIA, Meta, Apple and Microsoft all run serious ML and robotics teams here → ABB, one of the most important industrial automation companies on earth, is headquartered in the city itself → Within a 6-hour radius: German automotive, Italian manufacturing, French aerospace, Benelux logistics and Swiss machine tools But the line that stuck with me most: "Europe was late to consumer internet. Europe was late to cloud. Europe was late to the foundation-model wave. But Europe is not late to robotics." That is exactly right. The industrial base that physical AI sits on top of has been in Europe for 150 years. Precision mechanics. Machine-tool culture. Safety-critical engineering. Automation-grade manufacturing. The next decade of AI value will be created where bits meet atoms. And Europe is finally in the right position at the right moment. microagi gets it. And they're planting their flag right in the heart of it. 🇨🇭🇪🇺 Bercan, Yoan Iliev, Zeno, Gianni Hodel LFG! 🔥 ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →

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This robot explores the world like a mouse! 🐁 That's an OG project, guess the year ;) A mouse-inspired bot called WhiskEye travels the world with 24 artificial whiskers and spiking neurons that mimic a nervous system. Recognizing familiar places is essential for engineering applications like robot navigation, where interactions with the real world are key. Combining information from multiple senses helps to make better accuracy and robustness, but challenges like mismatched data and sensor errors complicate this process. Inspired by how animals navigate seamlessly, researchers developed predictive coding, a self-supervised learning method based on the brain's visual cortex model. It combines visual and tactile cues from a robot, outperforming existing methods in recognizing places, even when some sensors fail. What a great project from BristolRoboticsLab and Sheffield Robotics! ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →

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36,775 Aufrufe • vor 7 Monaten

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Robots aren’t just the future — they’re already reshaping our world. At IIT Madras, the new in Robotics, offered under the Department of Engineering Design, is building the brains behind tomorrow’s intelligent machines. From motion planning and control to AI/ML and hands-on labs, this two-year program blends cutting-edge research with real-world industry relevance — powered by a strong robotics faculty team and a legacy of interdisciplinary innovation. Rooted in the success of the Inter-Disciplinary Dual Degree (IDDD) Robotics program, this two-year program brings together expert faculty members and a powerful blend of theory and hands-on learning. From robot design and analysis to motion planning, control systems, and AI/ML, students dive deep into the science and engineering behind next-generation robotic systems. Add immersive lab work and cutting-edge projects, and you have a curriculum that’s as practical as it is pioneering. Manufacturing, healthcare, logistics, and defence — robotics is reshaping them all. This program is about building the minds that will lead to that transformation. If the future runs on robots, it starts here. For more details visit: IIT Madras

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22,446 Aufrufe • vor 5 Monaten

🚨 BREAKING: Indian robotics company Unbox Robotics raises $28M Series B! Unbox Robotics just closed a $28 million Series B led by ICICI Venture and Redstart Labs (Infoedge), with participation from F-Prime, 3one4 Capital, Navam Capital, Force Ventures LLP, and other existing investors. The Pune-based company builds modular robotic systems for warehouse and logistics operations. Their platform combines proprietary swarm-intelligence software with modular 3D robotic sortation hardware, allowing large fleets of robots to coordinate dynamically and scale throughput with minimal fixed infrastructure. The funding will be used to strengthen leadership and engineering teams, accelerate new product development, and expand market presence across India and select international markets. The company also created meaningful liquidity for employees through its ESOP program as part of the transaction. Unbox Robotics has built a growing customer base across Europe, the United States, and India, supporting global e-commerce, retail, and third-party logistics operators. The supply chain robotics market is heating up. With labor shortages, rising fulfillment costs, and demand for faster delivery, companies like Unbox that can deploy modular, software-driven robotic systems are in the right place at the right time. P.S. India producing robotics companies that compete globally in warehouse automation is a sign of how the robotics ecosystem is maturing beyond just the U.S., Europe, and China. 🇮🇳 ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →
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🚨 BREAKING: Indian robotics company Unbox Robotics raises $28M Series B! Unbox Robotics just closed a $28 million Series B led by ICICI Venture and Redstart Labs (Infoedge), with participation from F-Prime, 3one4 Capital, Navam Capital, Force Ventures LLP, and other existing investors. The Pune-based company builds modular robotic systems for warehouse and logistics operations. Their platform combines proprietary swarm-intelligence software with modular 3D robotic sortation hardware, allowing large fleets of robots to coordinate dynamically and scale throughput with minimal fixed infrastructure. The funding will be used to strengthen leadership and engineering teams, accelerate new product development, and expand market presence across India and select international markets. The company also created meaningful liquidity for employees through its ESOP program as part of the transaction. Unbox Robotics has built a growing customer base across Europe, the United States, and India, supporting global e-commerce, retail, and third-party logistics operators. The supply chain robotics market is heating up. With labor shortages, rising fulfillment costs, and demand for faster delivery, companies like Unbox that can deploy modular, software-driven robotic systems are in the right place at the right time. P.S. India producing robotics companies that compete globally in warehouse automation is a sign of how the robotics ecosystem is maturing beyond just the U.S., Europe, and China. 🇮🇳 ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →

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⚡️EgoVerse is a first-of-its-kind, collaborative ecosystem for human-to-robot learning. The consortium leverages Project Aria to capture high-fidelity, egocentric human data — including 3D hand and head poses — to train next-gen robot manipulation policies. With over 1,300 hours of data across 2,000+ tasks, EgoVerse is a prime example of how the Aria Research Kit is being used by our partners to accelerate the future of embodied AI. Learn more: 🔗 📰 Apply for the Aria Research Kit: #MachineLearning #Robotics #ProjectAria #EgoVerse #ComputerVision Simar Kareer , Ryan Punamiya , Roger Qiu, Xiongyi Cai , Alexey Gavryushin

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Sometimes the smartest robot isn't the one with the most AI. It's the one with the best mechanics. 🤖 Inspired by the legs of an ostrich, BirdBot achieves remarkably energy-efficient walking using a passive clutch system that reduces the need for complex control. No endless calculations. No constant adjustments. Just intelligent design inspired by nature. This highlights a lesson robotics keeps relearning: Nature has already solved many of the problems engineers are trying to crack. The future of robotics may not come from more computing power. It may come from better biomechanics. What animal do you think has the most to teach robotics? 🎥 Media: Max Planck Institute for Intelligent Systems and The University of California ⚠️ This content is shared for informational purposes only. CTO Robotics Media is a media platform and does not own or develop the technology shown. Credit belongs to the original creators. #Robotics #BirdBot #Biomimicry #Engineering #Biorobotics #FutureTech #Innovation #Automation

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15,451 Aufrufe • vor 1 Monat

Robora is expanding into academia. We’ve begun working with university researchers in robotics, bringing expertise in areas such as SLAM, multi-modal perception, and motion planning into our ecosystem. The progress can be tracked live on our Github Repo: More and more researchers are joining our initiative as we speak. Their research feeds directly into Robora’s decentralized infrastructure, where modules for detection, segmentation, and control can be deployed across autonomous systems. This collaboration accelerates our path from academic labs to large-scale deployment, building a foundation where robots can operate, learn, and coordinate through Robora. In the future, we’ll also create opportunities for the community to engage directly with these researchers as the collaboration deepens.
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Robora is expanding into academia. We’ve begun working with university researchers in robotics, bringing expertise in areas such as SLAM, multi-modal perception, and motion planning into our ecosystem. The progress can be tracked live on our Github Repo: More and more researchers are joining our initiative as we speak. Their research feeds directly into Robora’s decentralized infrastructure, where modules for detection, segmentation, and control can be deployed across autonomous systems. This collaboration accelerates our path from academic labs to large-scale deployment, building a foundation where robots can operate, learn, and coordinate through Robora. In the future, we’ll also create opportunities for the community to engage directly with these researchers as the collaboration deepens.

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66,426 Aufrufe • vor 11 Monaten

From a small Noida facility six years ago to exporting robots to 25 countries 🌍🤖 Inside Addverb largest mobile robotics factory, 900 engineers are building machines that now power warehouses and industries across India, the US, Europe, Australia and beyond. With capacity to manufacture 100,000 robots a year and a target of 50% India, 50% global revenue, this is a company betting big on “Made in India, for the world.” Shereen Bhan gets an inside look at how a decade-old startup is scaling into a global automation player. #YoungTurksReloaded #Addverb #Robotics #MakeInIndia #AI #Automation #IndianStartups
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From a small Noida facility six years ago to exporting robots to 25 countries 🌍🤖 Inside Addverb largest mobile robotics factory, 900 engineers are building machines that now power warehouses and industries across India, the US, Europe, Australia and beyond. With capacity to manufacture 100,000 robots a year and a target of 50% India, 50% global revenue, this is a company betting big on “Made in India, for the world.” Shereen Bhan gets an inside look at how a decade-old startup is scaling into a global automation player. #YoungTurksReloaded #Addverb #Robotics #MakeInIndia #AI #Automation #IndianStartups

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A brilliant visit to Home-Start Oxford, where volunteers are being trained to use the The Royal Foundation Centre for Early Childhood animation series in their work supporting families with young children. Home-Start are one of many organisations already using the explainers, which bring to life the science behind early social and emotional development, showing how everyday moments of love and connection between parents and their children can have a lifelong impact. Inspiring to hear how volunteers are helping to build parents’ confidence and resilience, and to meet families benefitting from this incredible community of support.

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Researchers have presented Electrofluidic Fiber Muscles: a new class of artificial muscle fibers for robots and wearables. The new electrofluidic fiber muscles — electrically driven actuators built in fiber format — are described in a recent paper published in Science Robotics. The work is led by Media Lab PhD candidate Ozgun Kilic Afsar; Vito Cacucciolo, a professor at the Politecnico di Bari; and four co-authors. Unlike the rigid servo motors used in most robots, these fiber-shaped muscles are soft and flexible. They combine electrohydrodynamic (EHD) fiber pumps — slender tubes that move liquid using electric fields to generate pressure silently, with no moving parts — with fluid-filled fiber actuators. These artificial muscles could enable more agile untethered robots, as well as wearable assistive systems with compact actuation integrated directly into textiles. Video Credit: MIT Media Lab #engineering #technology #robotics #robots

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Physical Intelligence (Physical Intelligence) is building a foundation model that can control any robot to do any task — what the team describes as the GPT moment for robotics. The company's cross-embodiment approach trains across many different robot platforms, and recent results show tasks being performed zero-shot that last year required hundreds of hours of data collection. In this episode of the Lightcone Podcast , co-founder Quan Vuong (Quan Vuong) sat down with Garry Tan, Jared Friedman, Diana, and Harj Taggar to talk about why robotics is finally ready for its scaling moment, how PI runs its models in the cloud rather than on-device, and the playbook for what Quan sees as a Cambrian explosion of vertical robotics companies. 00:00 — Robotics just got cheaper 00:41 — The GPT moment for robotics 02:24 — Why robots didn’t work before 05:30 — The breakthrough that changed everything 09:12 — The data problem 13:33 — Robots learning without data 15:05 — Robots folding laundry (for real) 22:18 — From engineering problem → ops problem 29:12 — The startup playbook 38:46 — Thousands of robotics startups are coming

Y Combinator

117,359 Aufrufe • vor 4 Monaten

JUST IN: Dyna Robotics just published one of the most important research papers in robotics this year. It could fundamentally change how robot foundation models are trained. A scaling law that transfers from human video to robot performance. Dyna-2 is out and it's 🔥 Here's what that means in plain terms. Dyna-2 was pre-trained on ONE MILLION hours of egocentric human video, 170 years of continuous human experience, cooking, folding, assembling, cleaning. And as that human data scaled, robot performance improved. Predictably. Monotonically. Across 39 tasks on two different robot embodiments the model had never seen. → 1,000 hours pre-training → 20% normalised task performance → 10,000 hours → 28% → 100,000 hours → 45% → 1,000,000 hours → 53% Human video exists at effectively unlimited scale. Every cook, every factory worker, every craftsperson wearing a camera is generating training data for future robots. But the finding that stunned even the researchers, world modeling is what makes the transfer work. A model trained to predict future video AND actions massively outperforms one trained on actions alone. Video is the new scaling axis for robotics. One more jaw-dropping data point. 13 minutes of teleoperation data was enough to fine-tune Dyna-2 to open a bottle cap using two five-fingered robot hands. The robots are coming, and they're learning from us directly :D Read more here: Congrats Jason Ma and team! ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →
1:35

JUST IN: Dyna Robotics just published one of the most important research papers in robotics this year. It could fundamentally change how robot foundation models are trained. A scaling law that transfers from human video to robot performance. Dyna-2 is out and it's 🔥 Here's what that means in plain terms. Dyna-2 was pre-trained on ONE MILLION hours of egocentric human video, 170 years of continuous human experience, cooking, folding, assembling, cleaning. And as that human data scaled, robot performance improved. Predictably. Monotonically. Across 39 tasks on two different robot embodiments the model had never seen. → 1,000 hours pre-training → 20% normalised task performance → 10,000 hours → 28% → 100,000 hours → 45% → 1,000,000 hours → 53% Human video exists at effectively unlimited scale. Every cook, every factory worker, every craftsperson wearing a camera is generating training data for future robots. But the finding that stunned even the researchers, world modeling is what makes the transfer work. A model trained to predict future video AND actions massively outperforms one trained on actions alone. Video is the new scaling axis for robotics. One more jaw-dropping data point. 13 minutes of teleoperation data was enough to fine-tune Dyna-2 to open a bottle cap using two five-fingered robot hands. The robots are coming, and they're learning from us directly :D Read more here: Congrats Jason Ma and team! ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →

Lukas Ziegler

23,576 Aufrufe • vor 21 Tagen

Build a humanoid robot yourself! 🪚 OpenArm is an open-source humanoid robot. It comes with full CAD, control code, firmware, and simulation tools, everything needed to build, modify, and operate it. The arms are designed to be compliant and backdrivable. Teleoperation is supported, with force feedback and real-time gravity compensation so operators can guide the arm naturally. Super important, on the simulation side, OpenArm works with platforms like MuJoCo and Isaac Sim, letting developers test policies in virtual environments before running on hardware. Assemble it yourself from a kit or get it prebuilt, the goal is accessibility for research labs, small teams, and enthusiasts. The project is run by Enactic in Tokyo, Japan, and aims to lower the barrier for experimenting with dexterous manipulation. Let's put robotics in mainstream! 🔥🔥 P.S. I put the project page in the comments!
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Build a humanoid robot yourself! 🪚 OpenArm is an open-source humanoid robot. It comes with full CAD, control code, firmware, and simulation tools, everything needed to build, modify, and operate it. The arms are designed to be compliant and backdrivable. Teleoperation is supported, with force feedback and real-time gravity compensation so operators can guide the arm naturally. Super important, on the simulation side, OpenArm works with platforms like MuJoCo and Isaac Sim, letting developers test policies in virtual environments before running on hardware. Assemble it yourself from a kit or get it prebuilt, the goal is accessibility for research labs, small teams, and enthusiasts. The project is run by Enactic in Tokyo, Japan, and aims to lower the barrier for experimenting with dexterous manipulation. Let's put robotics in mainstream! 🔥🔥 P.S. I put the project page in the comments!

Lukas Ziegler

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