# QbitAI explains how e uses AI for career planning and school subject choices

> Original title: 孩子的人生大事，你要怎样的AI？海亮科服把AI生涯规划带给更多家庭

- Source: QbitAI
- Published: 2026-11-05T13:17:00.000Z
- Bad Influence: https://badinfluence.news/items/fj9wpbq88iq7uygcywtd4r6au
- Original: https://www.qbitai.com/2026/11/507919.html

## Summary

QbitAI reports that Haiyan Kefu's e platform, built on its OpenSpan career large model, offers AI career planning for subject selection, interest development and admissions. The company says basic planning services are free and that the system extracts facts from conversations to build a student profile and a growth archive. Haiyan Kefu says an internal evaluation of 89 conversations on its r43 version rated 92.1% of responses usable, meeting a score of 2 out of 3.