Wenda Wang

Co-founder and Head of AI @NobleMachines｜Autonomy @Apple SPG | MRSD @CMU_Robotics 🤖 | ❤️ in the work

[Wenda Wang @wwd7086]

Super proud of the team for live demoing at GTC.

- AI-driven whole-body control
- End-to-end autonomy
- Cost-effective hardware

Excited for what’s ahead.

[Noble Machines @NobleMachines]

Proving value before scaling is a key pillar of Noble Machines’ execution, and stability and strength are at the core of that value.

For Noble Machines, real-world value means extending human capability, supporting teams in physical work, and improving operational flexibility.

This video demonstrates multiple Noble Machines robots handling payloads, including one robot managing a 50.3lb load while maintaining balance, control and mobility.

Watch below and see more videos showing Moby in action on our YouTube channel (link in thread).

#IndustrialAutomation #PhysicalAI @NVIDIARobotics

[Noble Machines @NobleMachines]

💡What makes Noble Machines’ Moby different? How it learns.

Most #industrialautomation breaks when the situation changes. Moby adapts in real time — supporting industrial work, autonomously.

Meet our leaders at #Automate2026 to see how Moby learns in action and explore deployment use cases.

Book a 1:1 consultation: https://t.co/9XXgU63Kx2

Booth #2488 | June 22–25 | Chicago

#PhysicalAI @NVIDIARobotics

[Noble Machines @NobleMachines]

Industrial robots that adapt. Most automation breaks when conditions shift. #NobleMachines built Moby, a general-purpose robot that learns industrial tasks in hours, not months, and remains useful when loads shift and environments change.

Watch Moby work autonomously below, and book a 1:1 use case meeting at #Automate2026 👉https://t.co/9XXgU63Kx2

See more of Moby in action on our YouTube channel: https://t.co/nIvKoIZWEo

#Robotics #IndustrialAutomation #AI @NVIDIARobotics

[Wenda Wang @wwd7086]

If everyone has access to the same model, the differentiator isn't intelligence — it's what you feed into the context.

And it compounds quickly: the output of one turn becomes the context of the next.

[Noble Machines @NobleMachines]

As AI models become more capable, industrial autonomy is becoming more tractable. The bottleneck is no longer just high-level reasoning.

Legacy systems do not maintain stability under varying loads, do not adapt across tasks, and do not learn from failures. Our latest technical blog explains the learning stack behind Moby:

✅ AI-driven whole-body control
✅ Task-level intelligence
✅ Runtime correction loops

At #NVIDIAGTC, the same autonomy model powered multiple autonomous demos across distinct industrial workflows in live, unsanitized environments — trained on roughly 10 hours of demonstration data.

Read more: https://t.co/visnxyEWfV and meet us at #Automate2026 in Chicago to see Moby in action (link in thread below👇)

[Wenda Wang @wwd7086]

Agent first, code second

[Wenda Wang @wwd7086]

Agent is so good at babysitting the training runs

[Wenda Wang @wwd7086]

https://t.co/OqzBwi7MQo

[Wenda Wang @wwd7086]

A few things worth calling out about our GTC demo:

The robot was running a single end-to-end autonomy model trained on only ~10 hours of demonstration data. In Q2, we expect to reduce that to 1 hour.

A lot of live autonomy / VLA demos are staged in controlled conditions: robot facing a wall, carefully managed background, extra lighting. We chose not to do that. Our robot faced the audience, with no special lighting, because we believe the model should generalize in the real world, not just in a sanitized setup.

We also made a point to be transparent about when the robot was in autonomy mode versus manual mode at all times. That should be the standard. Too often, people just hide the remote controller.

You’ll also notice there were no QR codes in the scene. When you see QR codes, it usually means part of the behavior was pre-scripted around the environment.

Most importantly, we did not build a demo for the demo’s sake. The software build we ran at GTC is the exact same weekly release build we ship to customers. What we showed is what customers get today.

[Noble Machines @NobleMachines]

#NVIDIAGTC was a strong show. We debuted Noble Machines Moby with 4 booths, 3 robots, and 2 live demonstrations doing real-world work at GTC –
• Handling heavy payloads and navigating narrow spaces commonly found in factories and warehouses
• Autonomously completing long-horizon material handling tasks that industrial customers expect
• Learning and training for Physical AI skills. Hear more about our training process in our interview with Reuters here: https://t.co/Vt6cLOwfZR

A glimpse of what our booth visitors think about Noble Machines Moby in the video below. Thanks to everyone for visiting the Noble Machines booths and engaging with the team. To @NVIDIARobotics and the NVIDIA team – thank you for the platform at GTC.

What would you like to see Moby doing at the next event? Let us know here: https://t.co/YuOYKjFbge

[The Humanoid Hub @TheHumanoidHub]

Short chat with @NobleMachines CEO and Co-founder Wei Ding at GTC 2026:

- why bipedals for industrial use
- challenges with high carry capacity
- AI architecture
- solving the reliability problem

[Wenda Wang @wwd7086]

Jensen @nvidia is talking about the future of edge AI on the big screen. Our robot is already putting in the work on the floor at #gtc. 🤖🏭

[Noble Machines @NobleMachines]

That's a wrap on #NVIDIAGTC. 4 booths, 3 robots, 2 live demos, hundreds of 1:1 conversations — and Moby is all in.

This is just the beginning.

DM us or sign up at https://t.co/7UeW3qLVZf to schedule a VIP Assessment with CEO Wei Ding— a 90-minute working session to discuss your application requirements, walk through your operations, and assess the value of a general-purpose robot solution.

#NobleMachines #PhysicalAI #EmbodiedAI #Robotics #NVIDIAGTC #IndustrialAutomation @NVIDIARobotics

[Noble Machines @NobleMachines]

Day 3 - 1:1 with Noble Machines CEO, Wei Ding. Last day left see Moby live at Booth #941 and #3303.

📅 DM us or sign up at https://t.co/7UeW3qLVZf to book a 1:1 VIP Assessment with CEO Wei Ding before GTC wraps — a 90-minute working session to discuss your application requirements, walk through your operations, and assess the value of a general-purpose robot solution.

#NobleMachines #NVIDIAGTC #PhysicalAI #IndustrialAutomation

[Chris Paxton @chris_j_paxton]

Part 2 actually

[Noble Machines @NobleMachines]

Day 2 - 💯 Noble Machines team is all in to meet with customers, partners, and developer community!

📅 DM us or sign up here https://t.co/7UeW3qLVZf to schedule a VIP Assessment with CEO Wei Ding — a 90-minute working session to discuss your application requirements, walk through your operations, and assess the value of a general-purpose robot solution.

#NobleMachines #EmbodiedAI #Robotics #NVIDIAGTC @NVIDIARobotics

[Chris Paxton @chris_j_paxton]

Autonomous end to end whole body mobile manipulation, via @NobleMachines. All one policy.

[Noble Machines @NobleMachines]

Standing room only at booth #941 and #3303. Come see Moby handle real-world work — live.

📅 Book a VIP Assessment with CEO Wei Ding — a 90-min working session on your operations. DM us or sign up here: https://t.co/Ct7VGJlbpH

[Chris Paxton @chris_j_paxton]

I really like the Noble Machines humanoid, was a lot of fun to see it in person

[Noble Machines @NobleMachines]

Day one at #NVIDIAGTC — 4 booths. 3 robots. 2 live demos. 1:1 meeting.
| 4 booths | NVIDIA Booth #941 · Noble Machines #3303 · ADLINK #141 · Solomon #1736
| 3 robots | Meet Moby, our general-purpose industrial robot, at #941, #3303, #141
| 2 live demos | Watch Moby do real-world work at #941 and #3303
| 1 : 1 meetings | Book a VIP Assessment with CEO Wei Ding — a 90-min working session on your operations. DM us or see link in first comment 👇
#NobleMachines #PhysicalAI #IndustrialAutomation @NVIDIARobotics