# Ant Lingbo Tech Launches Industry's First Embodied-Native World Action Model LingBot-VA 2.0

- Category: Flash (快讯)
- Published: 2026-07-10T11:54:00.000Z
- Source date: 2026-07-10
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Ant Lingbo Tech has released LingBot-VA 2.0, the industry's first embodied-native world action model. Built on a zero-based pre-trained autoregressive architecture, it integrates four core designs: semantic visual-action tokenizer, causal pre-training, MoE architecture, and asynchronous inference. It supports 150Hz real-time inference on a single card, enabling robots with general control capabilities to reason and act simultaneously.

## At a glance

- LingBot-VA 2.0 is the industry's first embodied-native world action model, pre-trained from scratch on an autoregressive architecture.
- It achieves 150Hz real-time inference on a single card via four core designs, enabling robots to reason and act simultaneously.

## The update

Ant Lingbo Tech has officially launched LingBot-VA 2.0, the industry's first embodied-native world action model. Pre-trained from scratch using an autoregressive architecture, the model aims to enhance general robotic control. Its technical core features four key designs: a semantic visual-action tokenizer, a causal pre-training paradigm, a Mixture of Experts (MoE) architecture, and an asynchronous inference mechanism. These innovations enable the model to achieve real-time inference speeds of up to 150Hz on a single GPU. This performance breakthrough allows robots to perform logical reasoning and physical actions simultaneously, significantly improving response efficiency and control precision in complex environments, offering a new technical path for embodied intelligence.

## Sources

- [蚂蚁灵波科技](https://mp.weixin.qq.com/s/UfyQkKHechSYr3MkK8orGQ) (2026-07-10)

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