# Ant Lingbo Open-Sources LingBot-Video, a Foundation Model for Embodied AI Video Generation

- Category: Flash (快讯)
- Published: 2026-07-09T11:52:00.000Z
- Source date: 2026-07-09
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Ant Lingbo Technology has open-sourced LingBot-Video, the world's first Mixture-of-Experts (MoE) foundation model for embodied AI video generation. With 30 billion total parameters and only 3 billion activated during inference, it offers triple the efficiency of dense architectures. The model leverages a 70,000-hour dataset and multi-dimensional reinforcement learning rewards to improve physical plausibility and task completion.

## At a glance

- LingBot-Video is the world's first MoE-based video generation model for embodied AI, offering three times the inference efficiency of dense architectures.
- The model leverages a 70,000-hour embodied dataset and multi-dimensional reinforcement learning rewards to enhance physical plausibility and task completion.

## The update

Ant Lingbo Technology has officially open-sourced LingBot-Video, the world's first video generation foundation model designed specifically for embodied intelligence, utilizing an advanced Mixture-of-Experts (MoE) architecture. The model features 30 billion total parameters but activates only about 3 billion during inference, achieving three times the efficiency of comparable dense architecture models and significantly reducing computational costs. To enhance performance in real-world physical environments, the research team constructed a proprietary embodied AI dataset spanning 70,000 hours. Furthermore, the model incorporates a multi-dimensional reinforcement learning reward system that focuses on optimizing physical plausibility and task completion, ensuring generated content aligns better with realistic logic and operational requirements.

## Sources

- [蚂蚁灵波科技](https://mp.weixin.qq.com/s/EBc68E4SthOTUoy6J6pq5A) (2026-07-09)

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