Limxdynamics

10/09/2026

How Does Intelligence Enter the Physical World?
As intelligence enters the real world, it needs a body capable of sensing and acting—closing the loop from understanding to ex*****on in constantly changing physical environments.
In this episode of , RAI Founder Vera Kovaleva shares her independent technical perspective on persistent memory, continuous learning, and autonomous decision-making. She also discusses the value of open robotic platforms for developing and validating new intelligence systems on physical hardware. When different approaches to intelligence meet capable and reliable humanoid platforms, how can we move intelligence beyond algorithms and truly into the physical world?
Watch the full conversation.

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08/09/2026

More Robot？More Human？

At WRC 2026, Richard Robinson challenged one of the biggest fears surrounding robotics: that machines will take something away from us.
His perspective? Robots may give something back—more time to connect, create, collaborate, and care for one another.

In the first episode of , we explore what comes after the demo, where robots should go first, and why the future of robotics ultimately comes back to people.

Watch the full conversation.

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07/09/2026

From vision to real-world action. 🤖
LimX Dynamics is joining Ultralytics YOLO Vision 2026 in Shenzhen on September 13.

Meet Oli on site and join our panel discussion:
Embodied Vision AI: Robotics in the Real World

🕑 14:10–14:30
📍 Shenzhen Bay Culture Square

Register here:
https://luma.com/uunmcjxd?utm_source=limx

Use code LIMX50 at checkout for 50% off your ticket.
See you at !

04/09/2026

One Navigation Brain, Two LimX Platforms: LightNav-0 × Oli / TRON 2

LightOrigins open-source VLN model LightNav-0 was deployed zero-shot on LimX Dynamics’ Oli and TRON 2, enabling person following and instruction-based object search in real-world environments.

Open models. Open platforms. More possibilities for developers.

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02/09/2026

Together with ZINOVA’s Tool Intelligence, TRON 2 takes on increasingly complex construction workflows.

ZINOVA builds on TRON 2 to explore an innovative robotic configuration for construction, demonstrating key tasks in a scaled-down tilt-up construction workflow, including formwork assembly, multi-layer rebar placement and tying.

TRON 2 serves as a modular and extensible embodied robotic platform for multi-tool, multi-step tasks across large workspaces. Its dual arms handle construction tools and materials across different orientations and heights.

From individual tools to connected workflows, LimX Dynamics continues to expand the possibilities of embodied AI in real-world applications.

31/08/2026

TRON Camp 2026 Documentary EP.04 | When Code Walks Out of Simulation

By Day 1, the students had already brought a humanoid robot to life.

Across five days, they moved from simulation to real hardware, validating, deploying, and tuning their algorithms on real terrain.

What once felt like a long journey from code to reality became a first step, taken by the robot — and by them.

TRON Camp 2026 officially comes to a close.

See you next year!

27/08/2026

TRON Camp 2026 Documentary EP.03 | One Vase: From Vision to Action

A vase sits quietly in front of TRON 2. Behind this seemingly simple dual-arm flower-arranging task is the continuous coordination of visual perception, language instructions, and physical action.

Through the participants’ perspectives, the film explores the fundamentals of VLA and follows how an abstract model is brought step by step into the physical world—with robots, data, computing resources, development tools, and mentorship provided by TRON Camp. Even starting from zero, participants can gradually understand VLA and deploy their models on a real robot.

When the flowers finally reach the vase, VLA is no longer just three letters.

See. Understand. Act.

Three capabilities come together around a single vase.

25/08/2026

Beyond the Demo: Global Voices at WRC 2026

At WRC 2026, we tried a new format—inviting founders, investors, professors, engineers, industry observers, and partners from different markets to discuss where robotics is heading.

What comes after the demo? Where can robots create real value? What will it take to commercialize and scale globally—and how can open platforms help?

This short film captures an industry moving from excitement toward real-world ex*****on. Individual conversations with each guest will be released in the coming weeks.

Thank you to everyone who joined us.

24/08/2026

TRON 2 VLA Demo — EP. 3: Active-Vision Sorting 🍎

TRON 2 visually distinguishes bananas from apples, picks up each object, then turns its head to locate the corresponding placement target for precise pick-and-place ex*****on.

The demo combines general-purpose object recognition, pick-and-place manipulation, and hand-eye coordination. With the full stack open-sourced, the model development cycle can be reduced from three months to just two hours.

🚀 Now open-sourced on GitHub & Huggingface.

21/08/2026

2026 WRC | An Open Ecosystem for Faster Innovation

Open ecosystem × Accelerated innovation × Real-world deployment
From ideas to real-world applications, developers find the tools they need—and ecosystem partners find new opportunities to build together.
Openness is where innovation begins. Real-world impact is the goal.

At WRC 2026, see how LimX Dynamics is helping turn possibilities into practice.
📸 Explore the highlights from our booth.
🌍 Hall C, Beijing Etrong International Exhibition & Convention Center
🚨 Booth C316

Come meet us!