Lightwheel

Simulation Infrastructure for Physical AI

[Lightwheel @LightwheelAI]

Physical AI Takes Vienna.

During #ICRA2026, @LightwheelAI is bringing the Physical AI community together in Vienna with @NVIDIARobotics.

We’re excited to have @lukas_m_ziegler joining us as the evening host.

Expect drinks, food, light DJ, and high quality conversations with people from frontier VLA, world models, Physical AI data, industrial deployment, and leading global research institutions.

📍 Vienna, Austria
🗓 June 3, 2026
🕕 7 to 11 PM CEST

RSVP through the QR code on the poster.

See you in Vienna.

#ICRA2026 #PhysicalAI #Robotics #EmbodiedAI #Simulation #RobotLearning

[Lightwheel @LightwheelAI]

Vision becomes physical.

As AI moves from seeing the world to acting in it, the next challenge is building a continuous learning system across data, simulation, evaluation, and real world execution.

During #CVPR2026, @LightwheelAI is bringing the Physical AI community together in Denver with @NVIDIARobotics.

Expect drinks, food, light DJ, and high quality conversations across vision, robotics, world models, Physical AI data, simulation, and deployment.

📍 Denver
🗓 June 5, 2026
🕖 7 to 11 PM MDT

Request your invite through the QR code.

See you in Denver.

#PhysicalAI #ComputerVision #Robotics #Simulation #EmbodiedAI

[Lightwheel @LightwheelAI]

Learn more: https://t.co/PlmjQBBUbv

Join the talk: https://t.co/2eQ6boSn2i

[Lightwheel @LightwheelAI]

What does it take to build the continuous learning system for Physical AI? 🤖

At #ICRA2026, @bgxc, Founder & CEO of @LightwheelAI, will share how Lightwheel’s simulation-centric data engine turns world generation, behavior data, and rigorous model evaluation into a continuous learning system for humanoids and frontier robotics teams.

[NVIDIA AI @NVIDIAAI]

We're adopting the Linux Foundation’s OpenMDW framework across our open model families.

This helps make open model licensing simpler and more consistent at scale.

A single legal framework across models, code, documentation, and data helps reduce friction for developers and enterprises building with open source.

[Lightwheel @LightwheelAI]

Next stop: CVPR 2026!

At CVPR, @LightwheelAI will showcase the data + simulation infrastructure behind Physical AI:

🤖 Data:
EgoSuite for scalable egocentric human behavior data

📊 Evaluation:
RoboFinals for large-scale policy testing, with Newton-native workflows for contact-rich and deformable tasks

🚀 Deployment:
Real-to-Sim-to-Real workflows that turn evaluation insights into faster robot iteration and validation

See you in Denver. Booth 323.

#CVPR2026 #PhysicalAI #RobotLearning #Simulation #RobotEvaluation #Newton

[Lightwheel @LightwheelAI]

Logistics is where dexterous hand manipulation gets tested for real.

Packages shift under the hand.
Soft parcels deform during grasping.
Contact changes with every manipulation.

That is why warehouse sorting needs to be evaluated in simulation before real-world deployment.

@LightwheelAI builds evaluation infrastructure to expose failures, measure performance, and close the loop from testing to deployment for industrial teams.

#PhysicalAI #Robotics #Simulation #Evaluation #DexterousManipulation #LogisticsAutomation

[Lightwheel @LightwheelAI]

Stay tuned and learn more: https://t.co/8EzU0BioWO

[Lightwheel @LightwheelAI]

60+ teams have submitted to the LeHome Challenge 2026.

We are now in the evaluation stage.

Folding clothes is easy for humans. Still brutally hard for robots. That is why LeHome focuses on deformable object manipulation, one of the hardest open problems in robotics.

Phase 1 wrapped with teams submitting policies across four folding tasks: long sleeves, short sleeves, pants, and shorts.

16 winners will have Phase 2 awards. The top 8 teams will compete live at ICRA 2026 on June 4.

#Robotics #PhysicalAI #EmbodiedAI

[Lightwheel @LightwheelAI]

@LightwheelAI closed $100M in Q1 2026 orders.

This marks the start of Physical AI at scale.

Two forces are converging: frontier model teams need high-quality data at scale, and industrial companies need systems built for deployment.

Both point to the same requirement: a continuous infrastructure loop across simulation, data, evaluation, and deployment.

Lightwheel marks this shift by turning Physical AI infrastructure into a deployment engine.

Read more: https://t.co/ErblYTlqAm

#Robotics #PhysicalAI #EmbodiedAI #IndustrialAI #Automation

[Lightwheel @LightwheelAI]

Tokyo sits at the center of one of the most active humanoid ecosystems in the world, and @LightwheelAI is heading to @HumanoidsSummit Japan to meet the teams pushing it forward.

Learn about our simulation-centric data engine that accelerates how humanoids learn, evaluate, and move toward real-world deployment.

Come visit booth 232–233 to see how Lightwheel's simulation infrastructure fits into your stack.

📍 Booth 232–233
📅 May 28–29, 2026
📍 Tokyo, Japan

#HumanoidsSummit #PhysicalAI #HumanoidRobots #Robotics #Simulation #EmbodiedAI

[Lightwheel @LightwheelAI]

Hannover is over. The next industrial robotics revolution has begun.

One thing was clear across @hannover_messe:

Industrial robots are moving into variable, cluttered, real-world environments where fixed programming is no longer enough. They need to learn from data, and industrial-scale data requires physically grounded simulation.

At @LightwheelAI, we showcased the infrastructure behind that shift: simulation, data, evaluation, and deployment connected into one Physical AI stack.

See you next at ICRA and CVPR!

Read more on our Industrial AI Solution:
https://t.co/lloQo7Siw3

And how Lightwheel is advancing industrial robotics with @NVIDIARobotics:
https://t.co/dUalxTxicU

#HM26 #IndustrialAI #PhysicalAI #Robotics #Simulation

[Lightwheel @LightwheelAI]

Packed booth on Day 3 at @hannover_messe.

A lot of the conversations this week have pointed to the same thing: industrial teams are looking for more than robotics demos. They want infrastructure that can actually move Physical AI toward deployment.

At @LightwheelAI, we’re showing the answer through physically grounded simulation, scalable data, and deployment-focused evaluation.

This is what it takes to move from demo to deployment.

Lightwheel | HANNOVER MESSE | Hall 26, E26/2.

#HM26 #IndustrialAI #Robotics #PhysicalAI

[Lightwheel @LightwheelAI]

What does it take to make simulation useful for Physical AI?

It starts with physics you can trust.

At @hannover_messe, we’re showcasing Physical Measurement Factory, @LightwheelAI's system for capturing real world physical properties and turning them into simulation assets robots can actually learn from.

That is the kind of infrastructure Physical AI needs.

Watch it in action at Booth Hall 26, E26/2

Read more: https://t.co/tzZgJcH6q0

#HM26 #PhysicalAI #IndustrialAI #Robotics #Simulation #Sim2Real

[Lightwheel @LightwheelAI]

Most industrial robots can demo. Few can deploy.

At @hannover_messe, Our 5-minute video shows how @LightwheelAI helps industrial teams go from simulation → data → evaluation → deployment with one integrated Industrial AI stack.

Read more on our Industrial AI Solution: https://t.co/lloQo7Siw3

See the Lightwheel Industrial AI Solution at @hannover_messe 2026 at Hall 26, Booth E26/2.

#HM26 #IndustrialAI #Robotics #PhysicalAI

[Lightwheel @LightwheelAI]

Industrial robotics is entering a new phase.

The future will belong to robots that can adapt to variability, not just avoid it.

In our joint article with @NVIDIARobotics, we share why that shift depends on a new infrastructure stack built around physically grounded simulation, scalable data, and industrial-grade evaluation: https://t.co/dUalxTxicU

If you’re at @hannover_messe 2026, stop by Booth Hall 26, E26/2 and meet the team!

[NVIDIA Robotics @NVIDIARobotics]

From physically grounded simulation to large‑scale evaluation, @LightwheelAI is showcasing what’s possible with NVIDIA Robotics for next‑generation industrial robotics. 👇

[Lightwheel @LightwheelAI]

Packed booth. Strong signal.

There’s real demand right now for Physical AI simulation infrastructure that can help industrial teams move from robotics demos to deployment.

At @hannover_messe, we’re showing how @LightwheelAI supports that shift with physically grounded simulation, scalable robot data, industrial-grade evaluation, and end-to-end deployment for Industrial AI.

If you’re at the show, come see us at Booth Hall 26, E26/2.

#HM26 #IndustrialAI #Robotics #PhysicalAI

[Lightwheel @LightwheelAI]

@LightwheelAI's first show in Europe!

At @hannover_messe, @Maelbs joined @jonstephens85 at our booth to talk about where industrial robotics is heading and what it will take for Industrial AI to move from concept to real-world deployment.

Industrial AI needs more than point tools. It needs infrastructure.

That’s what Lightwheel is building.

If you’re at Hannover Messe, come see us at Booth Hall26, E26/2.

#HM26 #IndustrialAI #Robotics #PhysicalAI

[Lightwheel @LightwheelAI]

@LightwheelAI is Reshaping Industrial Robotics with @NVIDIARobotics.

Traditional industrial robotics was built to eliminate variability. But the future belongs to robots that can operate in the real world as it is: dynamic, unstructured, and unpredictable.

That shift requires a new infrastructure stack.

In our latest article, we share how @LightwheelAI is building the infrastructure for industrial robotics with @NVIDIARobotics through physically grounded simulation, scalable behavior data, and industrial-grade evaluation — helping industrial teams train smarter robot policies and deploy with more confidence.

Read more here: https://t.co/dUalxTxicU

If you’re at @hannover_messe, stop by Booth E26/2 and meet the team.

#HM26 #IndustrialRobotics #IndustrialAI #PhysicalAI #NVIDIA #Robotics

[Lightwheel @LightwheelAI]

Excited to build the simulation infrastructure for Physical AI with @NVIDIARobotics!

Industrial robotics will not scale through isolated tools. It requires connected infrastructure across simulation, data, and evaluation to support real deployment.

Looking forward to showcasing together with @NVIDIARobotics at @hannover_messe next week how our shared infrastructure is advancing industrial robotics from simulation to deployment.

[NVIDIA Robotics @NVIDIARobotics]

As robotics teams scale, collecting real-world data can quickly become slow and expensive. 📉

@LightwheelAI is changing that with a simulation-first platform built on our technology, helping customers generate a 100:1 simulated-to-real data ratio for training autonomous systems.

Together, we’re turning synthetic and real data into more capable, more reliable robots.

Read the full success story 🔗 https://t.co/LfXkFgjShG