# Bad Influence story: Qianli Technology's Chen Qi on the limits of driver-assist systems

Active · 1 article · 1 source · First reported 11-12 03:22. Times are ET.
Story page: https://badinfluence.news/story/c562b584-e51b-41a4-9c28-a9e727dfaf53

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[Bad Influence external source material begins]
Latest update (11-12 03:22): Qianli Technology's Chen Qi says model capability and engineering set the limits for driver-assist systems

Overview: Qianli Technology CEO Chen Qi says large models set the intelligence ceiling for smart driving, while engineering systems determine how much of that capability can be delivered. He says the company's ASD system has reached version 4.0. He also says its Qianli Haohan system is installed in over 1 million vehicles with a 93.9% activation rate, and that it ranked third among third-party city NOA (navigate on autopilot) suppliers in the first nine months of 2026. These figures are the company's own claims as reported by Leiphone.

Coverage timeline (newest first):
1. 11-12 03:22 · Leiphone · [Qianli Technology's Chen Qi says model capability and engineering set the limits for driver-assist systems](https://badinfluence.news/items/joj6shk9c9dwz6lxvzsmry1si)
[Bad Influence external source material ends]

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