# PonyWorld (Pony.ai Virtual Driver), brain

Pony.ai's proprietary world model (PonyWorld) and Virtual Driver technology, which together power its Gen-7 robotaxi and robotruck autonomous-driving stack. PonyWorld 2.0 (Apr 2026) is a self-improving physical-AI engine with self-diagnosis, targeted data collection in weak scenarios, and training focused on the hardest cases.

- **Slug:** pony-world
- **Type:** World model
- **Maturity (DEPLOY ladder):** Commercial
- **Open source:** no

## Developed by (1)

- [Pony AI](/companies/pony-ai.md)


## Powers (1)

- [Pony Gen-7 Robotaxi](/models/pony-gen7-robotaxi.md) (Pony AI)


## Sources (2)

1. **Pony.ai launches PonyWorld 2.0, a self-improving physical-AI engine for autonomous driving (Apr 2026)** · https://www.prnewswire.com/news-releases/ponyai-launches-ponyworld-2-0--a-self-improving-physical-ai-engine-for-autonomous-driving-302739012.html
2. **Pony.ai (official blog) - PonyWorld + Virtual Driver powering Gen-7 robotaxi/robotruck commercialization** · https://blog.pony.ai/pony-ai-drives-commercialization-at-scale-with-lower-cost-robotaxis-and-new-l4-light-truck/


_API: GET /v1/brains/9e853e03-30dd-435c-a537-574dacf71ca2 · canonical URL: /brains/pony-world_