# LingBot-VA 2.0 released: a world-action model for physical-world robot control

- Source: 蚂蚁灵波科技 · YouTube
- Published: 2026-07-11T17:07:28.000Z
- RoboHot: https://robohot.news/en/items/uloe3pnpsh9q4molci1kwqx6b
- Original: https://www.youtube.com/watch?v=4YSQxKb22UY

## Summary

Ant Group's Lingbo Technology has released LingBot-VA 2.0, which it describes as a world-action model pretrained from scratch for physical-world robot control, running real-time inference at 150 Hz on a single GPU and able to play air hockey, tidy desks, and pick chips from a conveyor belt.

## Why it matters

It provides a same-benchmark success-rate comparison with π0.5 and single-GPU real-time inference metrics, helping to gauge where this kind of world-action model stands in terms of performance.