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We are really impressed with Dyna Robotics robot folding demo at Foxglove's Actuate conference. We've come a long way since the early PR2 folding research!

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Open Robotics

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29,532 görüntüleme • 1 yıl önce •via X (Twitter)

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Imagine having a personal robot to handle your household chores! At the 2026 World Robot Conference (WRC) in Beijing, a few humanoid robots are bringing that idea closer to reality, demonstrating household tasks like folding clothes and cleaning up desks.
0:24

Imagine having a personal robot to handle your household chores! At the 2026 World Robot Conference (WRC) in Beijing, a few humanoid robots are bringing that idea closer to reality, demonstrating household tasks like folding clothes and cleaning up desks.

People's Daily, China

17,828 görüntüleme • 1 ay önce

Introducing Dynamism v1 (DYNA-1) by Dyna Robotics – the first robot foundation model built for round-the-clock, high-throughput dexterous autonomy. Here is a time-lapse video of our model autonomously folding 850+ napkins in a span of 24 hours with • 99.4% success rate — zero human intervention • 60% human throughput speed • 4.3/5 quality ratings (set by the client) A thread on our motivation, insights and results:
2:33

Introducing Dynamism v1 (DYNA-1) by Dyna Robotics – the first robot foundation model built for round-the-clock, high-throughput dexterous autonomy. Here is a time-lapse video of our model autonomously folding 850+ napkins in a span of 24 hours with • 99.4% success rate — zero human intervention • 60% human throughput speed • 4.3/5 quality ratings (set by the client) A thread on our motivation, insights and results:

Jason Ma

523,184 görüntüleme • 1 yıl önce

Wrapped Day-1 at Conference on Robot Learning - our booth was buzzing all day, and this is why. ⬇️ Here’s a timelapse of Dynasaur folding continuously, shrugging off every interruption researchers threw at it. It’s thrilling to see the crowd erupt in applause after the robot nails a flawless fold Don't miss it! We're here all week - booth 28 #CoRL2025 #Robotics #AI
0:29

Wrapped Day-1 at Conference on Robot Learning - our booth was buzzing all day, and this is why. ⬇️ Here’s a timelapse of Dynasaur folding continuously, shrugging off every interruption researchers threw at it. It’s thrilling to see the crowd erupt in applause after the robot nails a flawless fold Don't miss it! We're here all week - booth 28 #CoRL2025 #Robotics #AI

Dyna Robotics

64,784 görüntüleme • 1 yıl önce

We've come a long way in the nine years since the Championship's inception ⚡️ With ever-evolving on-track technology and revolutionary changes, we look back at Formula E, through the generations.
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We've come a long way in the nine years since the Championship's inception ⚡️ With ever-evolving on-track technology and revolutionary changes, we look back at Formula E, through the generations.

Formula E

16,416 görüntüleme • 3 yıl önce

Sharing some exciting DYNA-1 result: zero-shot environment generalization We put DYNA-1 under test in a completely different environment from our training distribution – with an entirely different background (Dyna Robotics banner) and metal table. The table has a reflective and smooth surface, creating a wildly different visual appearance as well as interaction dynamics. The model is able to proceed as usual, adeptly folding and recovering from its own mistakes. By focusing on task mastery, we achieve robust generalization out of the box
4:25

Sharing some exciting DYNA-1 result: zero-shot environment generalization We put DYNA-1 under test in a completely different environment from our training distribution – with an entirely different background (Dyna Robotics banner) and metal table. The table has a reflective and smooth surface, creating a wildly different visual appearance as well as interaction dynamics. The model is able to proceed as usual, adeptly folding and recovering from its own mistakes. By focusing on task mastery, we achieve robust generalization out of the box

Jason Ma

49,008 görüntüleme • 1 yıl önce

our boy has really come a long way since the start 🤧
2:08

our boy has really come a long way since the start 🤧

gabr @ pokopia

67,162 görüntüleme • 8 ay önce

The Samsung #GalaxyZTriFold is coming to the US! Back around The Year Two Thousand I was setting up little folding keyboards with a 160x160 monochrome PDA screen and now I'm setting them up with multi-window multi-tasking on a foldable 10-inch screen. We have come a long way :)
0:54

The Samsung #GalaxyZTriFold is coming to the US! Back around The Year Two Thousand I was setting up little folding keyboards with a 160x160 monochrome PDA screen and now I'm setting them up with multi-window multi-tasking on a foldable 10-inch screen. We have come a long way :)

Dieter Bohn

14,434 görüntüleme • 7 ay önce

What the first Super Meat Boy 3D prototype looked like. We've come a long way since then.
0:27

What the first Super Meat Boy 3D prototype looked like. We've come a long way since then.

Sluggerfly

195,733 görüntüleme • 9 ay önce

Got to visit the Robotics Institute at CMU today. The institute has a long legacy of pioneering research and pushing the frontiers of robotics. Thanks Kenny Shaw Jason Liu Adam for showing your latest projects. Here’s a live autonomous demo trained with DexWild data
0:31

Got to visit the Robotics Institute at CMU today. The institute has a long legacy of pioneering research and pushing the frontiers of robotics. Thanks Kenny Shaw Jason Liu Adam for showing your latest projects. Here’s a live autonomous demo trained with DexWild data

The Humanoid Hub

27,220 görüntüleme • 1 yıl önce

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

23,681 görüntüleme • 1 ay önce

Not betting on robot barbers anytime soon… but home robots? Oh yeah! In 3 years, your Roomba’s gonna look like a fossil. We’re getting close to real day-to-day robotics like folding laundry, unloading the dishwasher. That’s the dream. More time for the things we care about.
0:36

Not betting on robot barbers anytime soon… but home robots? Oh yeah! In 3 years, your Roomba’s gonna look like a fossil. We’re getting close to real day-to-day robotics like folding laundry, unloading the dishwasher. That’s the dream. More time for the things we care about.

Alexis Ohanian 🗽

11,037 görüntüleme • 1 yıl önce

Remember Galaxea Robotics? Huazhe Xu, its former co-founder and Chief Scientist, left earlier this year and started his own company, Pokee Robotics, focusing on home robots. They dropped a new clothes-folding demo, and the sound from motors and grippers is really satisfying. And if you ask me… it already looks stronger than Galaxea.
3:17

Remember Galaxea Robotics? Huazhe Xu, its former co-founder and Chief Scientist, left earlier this year and started his own company, Pokee Robotics, focusing on home robots. They dropped a new clothes-folding demo, and the sound from motors and grippers is really satisfying. And if you ask me… it already looks stronger than Galaxea.

Eren Chen

11,856 görüntüleme • 1 ay önce

At the 2026 World Robot Conference in Beijing, we met a cute crab-shaped robot which can dance, fetch and pass stuff, and even help you take selfies. #WorldRobotConference #Robotics #AI #FutureTech #WRC2026
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At the 2026 World Robot Conference in Beijing, we met a cute crab-shaped robot which can dance, fetch and pass stuff, and even help you take selfies. #WorldRobotConference #Robotics #AI #FutureTech #WRC2026

China Xinhua News

16,853 görüntüleme • 1 ay önce

Waymo was founded in 2009. Their demo took 18 months. Their first driverless rides opened to the public in 2020. It's easy to show a demo. What comes after are the edge cases, recovery, uptime, integrations, and the small failures that only show up once a robot has done the job every day for months. In the field. We spent the past year in that "after" with our customers, running their napkin operations day in and day out. Twelve months ago, Dyna-1 was the most reliable robot foundation model DEMO published at the time. Today the comparison with Dyna-2 is stark.
3:36

Waymo was founded in 2009. Their demo took 18 months. Their first driverless rides opened to the public in 2020. It's easy to show a demo. What comes after are the edge cases, recovery, uptime, integrations, and the small failures that only show up once a robot has done the job every day for months. In the field. We spent the past year in that "after" with our customers, running their napkin operations day in and day out. Twelve months ago, Dyna-1 was the most reliable robot foundation model DEMO published at the time. Today the comparison with Dyna-2 is stark.

Dyna Robotics

13,261 görüntüleme • 28 gün önce

NEW JAKL - Looking for a compact .308 with a folding brace? We've got you. 😎 The JAKL-10 now in a 12.5in pistol! Drops this Friday, July 18th at 4:30pm ET. 🇺🇸
2:25

NEW JAKL - Looking for a compact .308 with a folding brace? We've got you. 😎 The JAKL-10 now in a 12.5in pistol! Drops this Friday, July 18th at 4:30pm ET. 🇺🇸

Palmetto State Armory

98,384 görüntüleme • 1 yıl önce

Looking back I can't even comprehend how I was happy with the flight at all. We've come a long way! 🥹
0:45

Looking back I can't even comprehend how I was happy with the flight at all. We've come a long way! 🥹

Edenfall ➡ Wishlist on Steam!

60,980 görüntüleme • 8 ay önce

Today we are launching 100 early pre-orders for Mr. Tensors eyecandy robotics, an inexpensive opensource lifelike robot character that's cool enough toy for kids (and a human-robot-interaction + reinforcement learning research tool for academia and hobbyists). We are looking for parents and researchers to adopt our handmade cute little dinos! The early 100 people would more or less be our design partners and early supporters to help us manufacture, ship and iterate on the product experience.
1:32

Today we are launching 100 early pre-orders for Mr. Tensors eyecandy robotics, an inexpensive opensource lifelike robot character that's cool enough toy for kids (and a human-robot-interaction + reinforcement learning research tool for academia and hobbyists). We are looking for parents and researchers to adopt our handmade cute little dinos! The early 100 people would more or less be our design partners and early supporters to help us manufacture, ship and iterate on the product experience.

mansin

116,802 görüntüleme • 11 ay önce

It might not feel like it, Blackhawks fans, but we’ve come a long way since the early days of the rebuild. 😳
1:14

It might not feel like it, Blackhawks fans, but we’ve come a long way since the early days of the rebuild. 😳

CHGO Blackhawks

44,507 görüntüleme • 4 ay önce

I spent the last week in Beijing, first at world robot conference, then at the world humanoid robot games. It's very clear that China are way ahead of anyone else in Humanoid robotics, in every field, both complete robots and component supply chains. I had a fantastic time. I put together this short clip from the robot games. Full video coming soon.
1:28

I spent the last week in Beijing, first at world robot conference, then at the world humanoid robot games. It's very clear that China are way ahead of anyone else in Humanoid robotics, in every field, both complete robots and component supply chains. I had a fantastic time. I put together this short clip from the robot games. Full video coming soon.

Barrett

29,854 görüntüleme • 1 ay önce