Hailuo AI

Hailuo AI (@Hailuo_AI) reports that while **H3** was built for video generation, the team found “world” capabilities inside it. Quoted claims in the post: - Only **8K samples** + **0.199% trainable parameters** - Turning H3’s existing language understanding into **character and camera control** - The surprise is not only that H3 can become a **world-model**, but how little had to be added They credit open models for enabling such discoveries beyond the original product intent. Primary source: https://x.com/Hailuo_AI/status/2095094950757380257