# Qianli Technology's Chen Qi says model capability and engineering set the limits for driver-assist systems

> Original title: 智驾下半场：千里一手卷模型，一手卷量产

- Source: Leiphone
- Published: 2026-11-12T08:22:00.000Z
- Bad Influence: https://badinfluence.news/items/joj6shk9c9dwz6lxvzsmry1si
- Original: https://www.leiphone.com/category/transportation/15g9g1m5Ij7LVRSe.html

## Summary

Qianli Technology CEO Chen Qi says large models set the intelligence ceiling for smart driving, while engineering systems determine delivery capacity and efficiency. The company says its ASD system has reached version 4.0, its Qianli Haohan system has been installed in over 1 million vehicles with a 93.9% activation rate, and it ranked third among third-party city NOA suppliers in the first nine months of 2026.