Loading video...

Video Failed to Load

Go Home

Cloud inference will never be fast enough for robotics? Here's MolmoAct2 VLA model running over cloud on an SO-101 arm. Smooth motions despite the DC being 1000km away.

pentestduck's profile picture

Chris Yoo

1,597 subscribers

11,309 views • 3 months ago •via X (Twitter)

LIVE

Anya Rossi• Live Now

Private livecam show

0 Comments

No comments available

Comments from the original post will appear here

Related Videos

GPT-6 Astra scores 46% vs 12% for MolmoAct2, a state-of-the-art robotics VLA, across 200 trials on five bimanual tasks. That's 3.9x higher. 🧵
0:16

GPT-6 Astra scores 46% vs 12% for MolmoAct2, a state-of-the-art robotics VLA, across 200 trials on five bimanual tasks. That's 3.9x higher. 🧵

Jay Chooi

217,188 views • 1 month ago

Dreamscale Labs (YC F26) (YC F26) is the first inference provider to serve NVIDIA’s DreamZero robot model over the cloud! And we beat NVIDIA's own reported inference speed by 8%, with just half the silicon. DreamZero is a model that pioneered the new wave of “World Action Models” that has taken over generalist robotics today. It promises to generalize better to new tasks, learn physics from human video, and transfer well to new embodiments. Normally, DreamZero requires 2x GB200 superchips (each costing $60K) or is painfully slow (waits 5.7s before moving 1.6s), which made it infeasible to deploy to robots in practice. Now, with Dreamscale’s real-time cloud inference infrastructure, we’ve demonstrated fast, smooth motion on actual robots with sub-second latency. As scaling laws become more relevant in robotics, frontier physical AI models are growing more computationally expensive than ever. With Dreamscale, we are finally making World Action Models (WAMs) accessible to startups and robot developers across the world. Reach out if you are interested in cloud robot inference.
0:10

Dreamscale Labs (YC F26) (YC F26) is the first inference provider to serve NVIDIA’s DreamZero robot model over the cloud! And we beat NVIDIA's own reported inference speed by 8%, with just half the silicon. DreamZero is a model that pioneered the new wave of “World Action Models” that has taken over generalist robotics today. It promises to generalize better to new tasks, learn physics from human video, and transfer well to new embodiments. Normally, DreamZero requires 2x GB200 superchips (each costing $60K) or is painfully slow (waits 5.7s before moving 1.6s), which made it infeasible to deploy to robots in practice. Now, with Dreamscale’s real-time cloud inference infrastructure, we’ve demonstrated fast, smooth motion on actual robots with sub-second latency. As scaling laws become more relevant in robotics, frontier physical AI models are growing more computationally expensive than ever. With Dreamscale, we are finally making World Action Models (WAMs) accessible to startups and robot developers across the world. Reach out if you are interested in cloud robot inference.

Chris Yoo

19,639 views • 1 month ago

In Mario Kart Wii, the Thunder Cloud item can be passed off to other players. While this appears to be able to go on forever, there is actually an internal limit to this. After being passed around 255 times, the cloud will have had enough and strike the last player to receive it.
0:13

In Mario Kart Wii, the Thunder Cloud item can be passed off to other players. While this appears to be able to go on forever, there is actually an internal limit to this. After being passed around 255 times, the cloud will have had enough and strike the last player to receive it.

Supper Mario Broth

133,835 views • 7 months ago

Never gonna be over the way Cloud scoops Tifa up here 😩🤍
0:11

Never gonna be over the way Cloud scoops Tifa up here 😩🤍

𝚕𝚘𝚟𝚎 𝚋𝚛𝚘𝚞𝚐𝚑𝚝 𝚒𝚗𝚝𝚘 𝚕𝚒𝚐𝚑𝚝 -`♡´-

22,814 views • 3 months ago

Plenty of cloud around for Tuesday morning Can be thick enough for outbreaks of rain and drizzle in places 🌧️ Cloud will lift and thin through the morning bringing some brighter spells ⛅
0:10

Plenty of cloud around for Tuesday morning Can be thick enough for outbreaks of rain and drizzle in places 🌧️ Cloud will lift and thin through the morning bringing some brighter spells ⛅

Met Office

22,306 views • 7 months ago

.कृत्रिम is now crazy fast! The कृत्रिम Team is making some major improvements to the model and also the infra. Also, कृत्रिम is running on our own cloud infra. Not AWS or Azure.
0:10

.कृत्रिम is now crazy fast! The कृत्रिम Team is making some major improvements to the model and also the infra. Also, कृत्रिम is running on our own cloud infra. Not AWS or Azure.

Bhavish Aggarwal

89,843 views • 2 years ago

Wait, what? 😱 Apple Foundation Model on Private Cloud Compute is working on fm CLI! Here's a video!
0:11

Wait, what? 😱 Apple Foundation Model on Private Cloud Compute is working on fm CLI! Here's a video!

Ivan Fioravanti ᯅ

38,712 views • 5 months ago

Gr00t-n1.5 is now available on phosphobot One click training and inference, all running in the cloud Example below with the instruction: "Grab food and place into bowl"
0:17

Gr00t-n1.5 is now available on phosphobot One click training and inference, all running in the cloud Example below with the instruction: "Grab food and place into bowl"

Frédéric Legrand

11,634 views • 1 year ago

A “Lenticular Cloud” has been spotted over Morocco. This is the same kind of cloud seen over Turkey the day before the big earthquake. Will be watching Morocco closely. #HAARP #ELFwaves #earthquakeprediction
0:14

A “Lenticular Cloud” has been spotted over Morocco. This is the same kind of cloud seen over Turkey the day before the big earthquake. Will be watching Morocco closely. #HAARP #ELFwaves #earthquakeprediction

Global Freedom Movement

118,326 views • 3 years ago

Taekook BUSAN D-2 soundcheck 🐯: There isn't a single cloud in the sky. 🐰: Nuh-uh, there's a cloud right over there 🐯: Where? 🐰: *(searching for a cloud)* 🐯: Where! 🐰: On the right side. So cute
0:11

Taekook BUSAN D-2 soundcheck 🐯: There isn't a single cloud in the sky. 🐰: Nuh-uh, there's a cloud right over there 🐯: Where? 🐰: *(searching for a cloud)* 🐯: Where! 🐰: On the right side. So cute

vjk ☆

91,961 views • 4 months ago

🇺🇸 Meanwhile over America “I ain’t never seen no straight cloud like that” Bro witnesses the edge of the Geo-engineered Shelf of cloud for the first time.
0:12

🇺🇸 Meanwhile over America “I ain’t never seen no straight cloud like that” Bro witnesses the edge of the Geo-engineered Shelf of cloud for the first time.

Concerned Citizen

19,964 views • 7 months ago

cloud with tifa inches away: *leans in cloud with aer inches away: *backs off
0:14

cloud with tifa inches away: *leans in cloud with aer inches away: *backs off

fire

33,572 views • 2 years ago

💥 LeRobot × Zenoh Remote inference just landed in LeRobot: the policy runs on a GPU server or cloud, the robot keeps moving. Cameras, motors and recording stay on the robot computer, actions stream back. What this unblocks: 🤖 Robot side: a laptop or a small board is enough for cameras, motors, teleop and recording. 🖥️ Server side: big model checkpoints run on a GPU server or in the cloud. 🏃 Smooth motion, with or without RTC: the next action chunk is predicted while the current one executes, and new chunks are aligned and blended into the ongoing motion. 🔌 Works on the same machine, over the lab network, or across the internet through a Zenoh router with TLS.
0:13

💥 LeRobot × Zenoh Remote inference just landed in LeRobot: the policy runs on a GPU server or cloud, the robot keeps moving. Cameras, motors and recording stay on the robot computer, actions stream back. What this unblocks: 🤖 Robot side: a laptop or a small board is enough for cameras, motors, teleop and recording. 🖥️ Server side: big model checkpoints run on a GPU server or in the cloud. 🏃 Smooth motion, with or without RTC: the next action chunk is predicted while the current one executes, and new chunks are aligned and blended into the ongoing motion. 🔌 Works on the same machine, over the lab network, or across the internet through a Zenoh router with TLS.

LeRobot

13,539 views • 25 days ago

If I can edit fast enough the Jonochrome video will probably be done in 2-3 days and it will be over an hour long
0:13

If I can edit fast enough the Jonochrome video will probably be done in 2-3 days and it will be over an hour long

Chazington

25,351 views • 2 years ago

Here's one for the cloud appreciation groups... A nice image of a Chem Cloud ☠️, no water, just chemicals dispensed by aircraft Water ✖️ Chemicals ✔️
0:17

Here's one for the cloud appreciation groups... A nice image of a Chem Cloud ☠️, no water, just chemicals dispensed by aircraft Water ✖️ Chemicals ✔️

nogps

13,879 views • 4 months ago

This massive smoke cloud was all over Varthur yesterday. And caused much consternation and problems for residents all around. The smoke is from garbage being burnt in a private property, which has been ongoing for the last few months. Yesterday, the smoke and irritation was felt all the way in Ramagondanahalli too, despite the source area being ~2km away
0:11

This massive smoke cloud was all over Varthur yesterday. And caused much consternation and problems for residents all around. The smoke is from garbage being burnt in a private property, which has been ongoing for the last few months. Yesterday, the smoke and irritation was felt all the way in Ramagondanahalli too, despite the source area being ~2km away

Whitefield Rising

77,028 views • 2 years ago

HPE Hybrid Cloud enables speed, governance, and adaptability, positioning your cloud as the foundation for intelligence in an AI-driven world.
0:15

HPE Hybrid Cloud enables speed, governance, and adaptability, positioning your cloud as the foundation for intelligence in an AI-driven world.

HPE

131,720 views • 3 months ago

We teamed up with Google Cloud Tech for a Cloud Run Hackathon October 14th! To kick things off, we're celebrating on the leaderboard so you can meet the people behind Cloud Run. They'll be checking out the launches, and hanging out on Product Hunt all week starting today to talk architecture, troubleshoot setups, and cheer you on as you prep for launch day.
0:10

We teamed up with Google Cloud Tech for a Cloud Run Hackathon October 14th! To kick things off, we're celebrating on the leaderboard so you can meet the people behind Cloud Run. They'll be checking out the launches, and hanging out on Product Hunt all week starting today to talk architecture, troubleshoot setups, and cheer you on as you prep for launch day.

Product Hunt 😸

16,607 views • 1 month ago