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Dump of the 2025 work. Mostly went into small experiments with different aspects in robotics. > Handed over FlowDrive.ai project to the opensource community. > Deeply exploring robotics for manipulation and legged robotics. > Got cool cofounders, a hardware hacker house + 3 more cool team members. > Doubling... show more

mansin

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12,564 görüntüleme • 8 ay önce •via X (Twitter)

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Tuo has built an incredible community for robotics founders. The energy in Shenzhen is absolutely real; it's a magnet for builders. Thanks Tuo Liu for the tour and for hosting a great event! Shenzhen has an insanely dense robotics ecosystem. - It transformed from a small fishing village of around 30,000 people in the early 1980s into today’s global hardware epicenter with over 18 million residents. - The city is home to more than 1,200 robotics companies and tens of thousands of robotics-related suppliers and enterprises. - Thanks to this extreme proximity of engineers, factories, suppliers, and researchers (especially along Liuxian Avenue in Nanshan’s "Robot Valley"), hardware prototyping and iteration cycles can happen in days instead of months.

Tuo has built an incredible community for robotics founders. The energy in Shenzhen is absolutely real; it's a magnet for builders. Thanks Tuo Liu for the tour and for hosting a great event! Shenzhen has an insanely dense robotics ecosystem. - It transformed from a small fishing village of around 30,000 people in the early 1980s into today’s global hardware epicenter with over 18 million residents. - The city is home to more than 1,200 robotics companies and tens of thousands of robotics-related suppliers and enterprises. - Thanks to this extreme proximity of engineers, factories, suppliers, and researchers (especially along Liuxian Avenue in Nanshan’s "Robot Valley"), hardware prototyping and iteration cycles can happen in days instead of months.

The Humanoid Hub

52,945 görüntüleme • 3 ay önce

1/ The data parsing market for robotics is just emerging, and it’s already valued in the tens of billions. Data parsing to build data models and software for Robotics is a $20B market in 2024 and is expected to reach $150B+ by 2034 Cherry AI Robotics has built a data parsing tool for robotics, which goes live next week, and will effectively make this project one of the pioneers in data parsing for robotics.

1/ The data parsing market for robotics is just emerging, and it’s already valued in the tens of billions. Data parsing to build data models and software for Robotics is a $20B market in 2024 and is expected to reach $150B+ by 2034 Cherry AI Robotics has built a data parsing tool for robotics, which goes live next week, and will effectively make this project one of the pioneers in data parsing for robotics.

CherryAI Robotics

90,786 görüntüleme • 1 yıl önce

Sergey Levine (Sergey Levine) is one of the world's top robotics researchers and co-founder of Physical Intelligence. We talked about where humanoid robotics is today, thoughts on the Chinese robotics ecosystem, and his predictions for future timelines. In this episode: • Current state of robotics and surprising capabilities so far • Chinese robotics compared to US ecosystem • If OpenAI and Anthropic got into robotics • His top robotics research paper recommendation • Predictions for when humanoid robotics will land Where to watch: • YouTube - • Spotify - • Apple Podcasts - • Transcript - Thank you to the sponsor of this episode for supporting my work: • WorkOS: makes your app Enterprise Ready with easy to use APIs to add SSO, SCIM, RBAC, and more in just a few lines of code, check them out at Chapters: 00:00 Intro 00:37 Where are we today 04:20 Most surprising capabilities so far 07:03 The most inspiring real world robotics 08:36 If OpenAI or Anthropic got into robotics 10:22 Chinese robotics 13:15 Will one lab breakout from the rest 16:59 Thoughts on a concrete roadmap 21:03 Generalization and demonstrating it 26:04 Types of data and which is best for robotics 34:34 Why humanoid robotics differs from Waymo 37:10 If humanoid robotics failed here is why 39:55 Are there hot take modeling architectures in robotics 42:05 Thoughts on AI safety in robotics 46:44 Top robotics research paper recommendation 49:35 Why is Boston Dynamics less top of mind 53:47 Advice for his younger self 56:42 Outro

Sergey Levine (Sergey Levine) is one of the world's top robotics researchers and co-founder of Physical Intelligence. We talked about where humanoid robotics is today, thoughts on the Chinese robotics ecosystem, and his predictions for future timelines. In this episode: • Current state of robotics and surprising capabilities so far • Chinese robotics compared to US ecosystem • If OpenAI and Anthropic got into robotics • His top robotics research paper recommendation • Predictions for when humanoid robotics will land Where to watch: • YouTube - • Spotify - • Apple Podcasts - • Transcript - Thank you to the sponsor of this episode for supporting my work: • WorkOS: makes your app Enterprise Ready with easy to use APIs to add SSO, SCIM, RBAC, and more in just a few lines of code, check them out at Chapters: 00:00 Intro 00:37 Where are we today 04:20 Most surprising capabilities so far 07:03 The most inspiring real world robotics 08:36 If OpenAI or Anthropic got into robotics 10:22 Chinese robotics 13:15 Will one lab breakout from the rest 16:59 Thoughts on a concrete roadmap 21:03 Generalization and demonstrating it 26:04 Types of data and which is best for robotics 34:34 Why humanoid robotics differs from Waymo 37:10 If humanoid robotics failed here is why 39:55 Are there hot take modeling architectures in robotics 42:05 Thoughts on AI safety in robotics 46:44 Top robotics research paper recommendation 49:35 Why is Boston Dynamics less top of mind 53:47 Advice for his younger self 56:42 Outro

Ryan Peterman

70,752 görüntüleme • 1 ay önce

So many robotics companies trying to solve everything at once… Last year I talked to Nima Gard, Director of AI at Path Robotics about this… Doing one thing really really well. They went after welding. Today they’re introducing Rove™, which embodies Obsidian™ (Path's physical AI model for manufacturing) on a legged mobile platform. The result is the intelligence to autonomously weld with the mobility to bring the worker to the work. Path Robotics (Columbus, Ohio) has raised more than $300 million in venture capital to build autonomous AI-powered welding cells. I think the tech is pretty impressive and video really cool. Congrats guys! Credit: Path Robotics

So many robotics companies trying to solve everything at once… Last year I talked to Nima Gard, Director of AI at Path Robotics about this… Doing one thing really really well. They went after welding. Today they’re introducing Rove™, which embodies Obsidian™ (Path's physical AI model for manufacturing) on a legged mobile platform. The result is the intelligence to autonomously weld with the mobility to bring the worker to the work. Path Robotics (Columbus, Ohio) has raised more than $300 million in venture capital to build autonomous AI-powered welding cells. I think the tech is pretty impressive and video really cool. Congrats guys! Credit: Path Robotics

Ilir Aliu

23,536 görüntüleme • 5 ay önce

🤖 OrionX Robotics is actively engaged in a fundraising round to accelerate growth, scale operations, and advance the development of next-generation autonomous robotics systems. We look forward to partnering with investors who share our vision for the future of intelligent robotics.

🤖 OrionX Robotics is actively engaged in a fundraising round to accelerate growth, scale operations, and advance the development of next-generation autonomous robotics systems. We look forward to partnering with investors who share our vision for the future of intelligent robotics.

OrionX Robotics

12,345 görüntüleme • 3 ay önce

This has been more than two years in the making. With the help of ARTPARK - AI & Robotics Technology Park and generous funding from the government, we are setting up a new venture, Strider Robotics ( that focuses on legged robots for industrial inspection and logistics.

This has been more than two years in the making. With the help of ARTPARK - AI & Robotics Technology Park and generous funding from the government, we are setting up a new venture, Strider Robotics ( that focuses on legged robots for industrial inspection and logistics.

Shishir Kolathaya

59,650 görüntüleme • 1 yıl önce

We're launching the European Student Robotics Association (ESRA, ESRA | European Student Robotics Association) (13 universities, 8 countries, 2.5k+ members)! We’re young, driven and together we’re tackling the European fragmentation problem heads on. Who are we? - ETH Robotics Club (Zürich) ETH Robotics Club - RoboTUM (Münich) - EPFL AI Team (Lausanne) EPFL AI Team - Unaite (Paris) - Team Polar (Eindhoven) - TU Wien Robotics Club (Vienna) - Robotics Collective (Aachen) Robotics Collective - KTH AI Society (Stockholm) KTH AI Society - Delft Robotics Student Association - KN CybAiR (Poznan) - AEA Polimi (Milan) What do we do? → Pan-European robotics competitions → Cross-border technical project collaborations → Coordinated access to funding opportunities across Europe And this is just the beginning! Thanks Andreas Klinger 🦾, Lukas Ziegler and Ilir Aliu for helping us spread the word :)

We're launching the European Student Robotics Association (ESRA, ESRA | European Student Robotics Association) (13 universities, 8 countries, 2.5k+ members)! We’re young, driven and together we’re tackling the European fragmentation problem heads on. Who are we? - ETH Robotics Club (Zürich) ETH Robotics Club - RoboTUM (Münich) - EPFL AI Team (Lausanne) EPFL AI Team - Unaite (Paris) - Team Polar (Eindhoven) - TU Wien Robotics Club (Vienna) - Robotics Collective (Aachen) Robotics Collective - KTH AI Society (Stockholm) KTH AI Society - Delft Robotics Student Association - KN CybAiR (Poznan) - AEA Polimi (Milan) What do we do? → Pan-European robotics competitions → Cross-border technical project collaborations → Coordinated access to funding opportunities across Europe And this is just the beginning! Thanks Andreas Klinger 🦾, Lukas Ziegler and Ilir Aliu for helping us spread the word :)

Zeno

96,821 görüntüleme • 6 ay önce

Elon Musk explains how we can achieve abundance for all with AI and robotics “With AI and robotics, this is the path to abundance for all If you want to solve global poverty or give everyone a very high standard of living, the only way to do that is AI and robotics" if AI and robotics can handle the production of goods and services at near-zero cost, we could effectively eliminate poverty Elon Musk is going to lead humanity into an age of Amazing Abundance

Elon Musk explains how we can achieve abundance for all with AI and robotics “With AI and robotics, this is the path to abundance for all If you want to solve global poverty or give everyone a very high standard of living, the only way to do that is AI and robotics" if AI and robotics can handle the production of goods and services at near-zero cost, we could effectively eliminate poverty Elon Musk is going to lead humanity into an age of Amazing Abundance

X Freeze

14,332 görüntüleme • 15 gün önce

The vlog from Pollen Robotics is out! A fantastic visit in Bordeaux to see myself one of the only European humanoids companies. I visited their HQ and saw how they build and test robots. It's great to see the open source approach that is getting more and more people involved in robotics. True democratization of robotics (thanks clem 🤗, and Hugging Face)! Here's the link to the vlog: Thanks for such a warm welcome Reachy team!💛 ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →

The vlog from Pollen Robotics is out! A fantastic visit in Bordeaux to see myself one of the only European humanoids companies. I visited their HQ and saw how they build and test robots. It's great to see the open source approach that is getting more and more people involved in robotics. True democratization of robotics (thanks clem 🤗, and Hugging Face)! Here's the link to the vlog: Thanks for such a warm welcome Reachy team!💛 ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →

Lukas Ziegler

10,373 görüntüleme • 9 ay önce

Nomagic secures $44M to expand AI-Powered robotic arms! 🇵🇱 Polish robotics startup Nomagic has raised $44 million in Series B funding to improve its AI-powered robotic arms and expand into North America. The European Bank for Reconstruction and Development (EBRD) led the round, which included participation from Khosla Ventures, Almaz Capital, and the European Investment Bank (EIB). Unlike many robotics firms, Nomagic focuses on software. It uses computer vision and machine learning to train robotic arms to handle a variety of objects with greater efficiency and adaptability. The company relies on off-the-shelf hardware like the arms you can see in the video from ABB Robotics, making its solutions more flexible and scalable. Nomagic's annual recurring revenue has grown by 220% over the past year, and another 200% is expected in 2025. So cool to see a Polish company succeed in the robotics space!

Nomagic secures $44M to expand AI-Powered robotic arms! 🇵🇱 Polish robotics startup Nomagic has raised $44 million in Series B funding to improve its AI-powered robotic arms and expand into North America. The European Bank for Reconstruction and Development (EBRD) led the round, which included participation from Khosla Ventures, Almaz Capital, and the European Investment Bank (EIB). Unlike many robotics firms, Nomagic focuses on software. It uses computer vision and machine learning to train robotic arms to handle a variety of objects with greater efficiency and adaptability. The company relies on off-the-shelf hardware like the arms you can see in the video from ABB Robotics, making its solutions more flexible and scalable. Nomagic's annual recurring revenue has grown by 220% over the past year, and another 200% is expected in 2025. So cool to see a Polish company succeed in the robotics space!

Lukas Ziegler

16,643 görüntüleme • 1 yıl önce

1/ Cherry AI Robotics is building the world’s first data layer for robotics. Every autonomous robot needs a neural network to operate, which requires massive domain-specific data. Cherry AI Robotics has an entire ecosystem of products with 200k+ communities and 800k+ users. These products generate large amounts of data, which is parsed to create valuable data sets for robotics. Learn more:

1/ Cherry AI Robotics is building the world’s first data layer for robotics. Every autonomous robot needs a neural network to operate, which requires massive domain-specific data. Cherry AI Robotics has an entire ecosystem of products with 200k+ communities and 800k+ users. These products generate large amounts of data, which is parsed to create valuable data sets for robotics. Learn more:

CherryAI Robotics

105,357 görüntüleme • 1 yıl önce

🚨 Amazon has acquired Fauna Robotics, marking its second robotics acquisition in under a month. The move extends Amazon’s robotics strategy beyond fulfillment and further into the home, where safety, adaptability, and human interaction are central. Fauna’s soft-bodied humanoids are built for shared environments, a clear contrast to industrial systems and a better fit for consumer use cases. Taken together, these moves point to a more coordinated strategy across the humanoid stack, from hardware to deployment. The pace of consolidation is increasing, with strategic buyers moving earlier into the market.

🚨 Amazon has acquired Fauna Robotics, marking its second robotics acquisition in under a month. The move extends Amazon’s robotics strategy beyond fulfillment and further into the home, where safety, adaptability, and human interaction are central. Fauna’s soft-bodied humanoids are built for shared environments, a clear contrast to industrial systems and a better fit for consumer use cases. Taken together, these moves point to a more coordinated strategy across the humanoid stack, from hardware to deployment. The pace of consolidation is increasing, with strategic buyers moving earlier into the market.

XMAQUINA

22,408 görüntüleme • 6 ay önce

Sundar Pichai on the robotics opportunity: ⦿ He's impressed by recent humanoid progress - so much so that he sometimes has to look closely to tell if a robot video is real or fake. ⦿ Google initially moved too early into the application layer, but now sees the combination of AI and robotics as the “sweet spot.” ⦿ He believes we’re 2–3 years away from a “magical moment” in robotics. ⦿ Google is working on playing a role similar to Android in robotics - one of its internal bets is already focused on supporting robotics manufacturers. ⦿ Gemini robotics models will work very well - how to productize them is still an open question at the company.

Sundar Pichai on the robotics opportunity: ⦿ He's impressed by recent humanoid progress - so much so that he sometimes has to look closely to tell if a robot video is real or fake. ⦿ Google initially moved too early into the application layer, but now sees the combination of AI and robotics as the “sweet spot.” ⦿ He believes we’re 2–3 years away from a “magical moment” in robotics. ⦿ Google is working on playing a role similar to Android in robotics - one of its internal bets is already focused on supporting robotics manufacturers. ⦿ Gemini robotics models will work very well - how to productize them is still an open question at the company.

The Humanoid Hub

87,088 görüntüleme • 1 yıl önce

AI in Motion: Autonomous Driving and Real-World Systems Live from NVIDIA GTC 2026, our correspondent Robert Scoble Robert Scoble is on the expo floor where AI is moving from theory into real-world applications—spanning robotics, AI infrastructure, and autonomous driving. The trend is clear: AI is rapidly expanding into robotics, intelligent manufacturing, and autonomous systems. Watch our Day 2 field report and stay with us as we continue exploring the future of AI. #AI #GTC2026 #Robotics #AutonomousDriving #NVIDIA

AI in Motion: Autonomous Driving and Real-World Systems Live from NVIDIA GTC 2026, our correspondent Robert Scoble Robert Scoble is on the expo floor where AI is moving from theory into real-world applications—spanning robotics, AI infrastructure, and autonomous driving. The trend is clear: AI is rapidly expanding into robotics, intelligent manufacturing, and autonomous systems. Watch our Day 2 field report and stay with us as we continue exploring the future of AI. #AI #GTC2026 #Robotics #AutonomousDriving #NVIDIA

China Asset Management

62,948 görüntüleme • 6 ay önce

Nvidia is now a humanoid robot designer. That's the real takeaway from this news. Nvidia is acquiring Hugging Face for $12.93B. Hugging Face is the largest open-model and dataset hub, the "GitHub of AI," with 3M+ models and 18M+ developers, robotics included. But here's the interesting part: Hugging Face has a serious robotics team from its acquisition of Pollen Robotics, which designs and builds open-source hardware platforms for robots, including humanoids (Reachy). Pollen team now gets the backing of the world's most valuable company. $NVDA

Nvidia is now a humanoid robot designer. That's the real takeaway from this news. Nvidia is acquiring Hugging Face for $12.93B. Hugging Face is the largest open-model and dataset hub, the "GitHub of AI," with 3M+ models and 18M+ developers, robotics included. But here's the interesting part: Hugging Face has a serious robotics team from its acquisition of Pollen Robotics, which designs and builds open-source hardware platforms for robots, including humanoids (Reachy). Pollen team now gets the backing of the world's most valuable company. $NVDA

The Humanoid Hub

10,755 görüntüleme • 20 gün önce

Very cool breakthrough by our physical AI and robotics teams-- Vulcan is the first robot that combines sight and touch, and can feel its way through cluttered spaces the way humans do. Vulcan is helping make work safer by handling ergonomically challenging tasks, while creating opportunities for our teammates to grow their skills in robotics maintenance.

Very cool breakthrough by our physical AI and robotics teams-- Vulcan is the first robot that combines sight and touch, and can feel its way through cluttered spaces the way humans do. Vulcan is helping make work safer by handling ergonomically challenging tasks, while creating opportunities for our teammates to grow their skills in robotics maintenance.

Andy Jassy

143,985 görüntüleme • 1 yıl önce

.Doosan Robotics is opening its European HQ in Frankfurt A big thank you to Michael Ryu for hosting our CBO Martin El-Khouri at the opening event today Korea's collaborative robotics leaders, the largest Korean business community in Europe, and a region cementing itself as a robotics hub. The right company in the right place. Impressive insights, speeches, and showcases about the future of Physical AI Welcome to Germany

.Doosan Robotics is opening its European HQ in Frankfurt A big thank you to Michael Ryu for hosting our CBO Martin El-Khouri at the opening event today Korea's collaborative robotics leaders, the largest Korean business community in Europe, and a region cementing itself as a robotics hub. The right company in the right place. Impressive insights, speeches, and showcases about the future of Physical AI Welcome to Germany

peaq

13,546 görüntüleme • 4 ay önce

Introducing the first ERC-S: Open 💜 Droids 🦾 Robotics has been on rise in private markets. Average robotics startup valuations are up ~10x over the last three years. Crypto has not participated in this upside. Tokens branded as “robotics crypto” saw the opposite outcome: a median drawdown of ~75% in 2025. Why? Because they try to force blockchain into robotics, which is highly inefficient & they experience the bifurcation of valuable equity & worthless token, which ERC-S aims to fix. When we first spoke to OpenDroids, one thing was clear: This startup is something special, not only do they deliberately not buy into the humanoid with legs theatre which is currently turning out to be difficult to navigate with battery life, they also have secured substantial grounding in the robotics space, hitting pre-orders of which others can only dream of. Working out of Frontier Tower in San Francisco, they are literally in the beacon of American innovation building hard to keep the "Made in US" robotics space alive & win the race against China. Working with OpenDroids isn't only a "hot narrative", it's a bet on american dynamism winning. With $RRC (the OpenDroids ticker), the goal is not only to bring the memetic culture of crypto onboard for OpenDroids, but to also create a currency which is anchored by the best robotics startups on this planet. More information on this to come soon, but small tease: This SPV used for $RRC will not only exist to hold OpenDroids equity. We built a cool flywheel for RRC. Backed by the Rockefeller Family Office, the founder of Tether & many more, with a board of an ex-Palentir/Anduril member and other awesome people, we are highly confident of the long term ambitions of this awesome team.

Introducing the first ERC-S: Open 💜 Droids 🦾 Robotics has been on rise in private markets. Average robotics startup valuations are up ~10x over the last three years. Crypto has not participated in this upside. Tokens branded as “robotics crypto” saw the opposite outcome: a median drawdown of ~75% in 2025. Why? Because they try to force blockchain into robotics, which is highly inefficient & they experience the bifurcation of valuable equity & worthless token, which ERC-S aims to fix. When we first spoke to OpenDroids, one thing was clear: This startup is something special, not only do they deliberately not buy into the humanoid with legs theatre which is currently turning out to be difficult to navigate with battery life, they also have secured substantial grounding in the robotics space, hitting pre-orders of which others can only dream of. Working out of Frontier Tower in San Francisco, they are literally in the beacon of American innovation building hard to keep the "Made in US" robotics space alive & win the race against China. Working with OpenDroids isn't only a "hot narrative", it's a bet on american dynamism winning. With $RRC (the OpenDroids ticker), the goal is not only to bring the memetic culture of crypto onboard for OpenDroids, but to also create a currency which is anchored by the best robotics startups on this planet. More information on this to come soon, but small tease: This SPV used for $RRC will not only exist to hold OpenDroids equity. We built a cool flywheel for RRC. Backed by the Rockefeller Family Office, the founder of Tether & many more, with a board of an ex-Palentir/Anduril member and other awesome people, we are highly confident of the long term ambitions of this awesome team.

Street

11,245 görüntüleme • 8 ay önce

A few months ago we set out to understand exactly how our models can be used to accelerate progress in robotics and other AI systems that don’t just represent the world, but are actually able to interact with it. We’ve been collaborating with leading companies in the space and we’ve developed an initial approach that we're now opening up to accelerate development across the industry. Our fifth announcement is GWM Robotics. GWM Robotics is a learned simulator that generates synthetic data for scalable robot training and policy evaluation, removing the bottlenecks of physical hardware.

A few months ago we set out to understand exactly how our models can be used to accelerate progress in robotics and other AI systems that don’t just represent the world, but are actually able to interact with it. We’ve been collaborating with leading companies in the space and we’ve developed an initial approach that we're now opening up to accelerate development across the industry. Our fifth announcement is GWM Robotics. GWM Robotics is a learned simulator that generates synthetic data for scalable robot training and policy evaluation, removing the bottlenecks of physical hardware.

Runway

35,040 görüntüleme • 9 ay önce