Where information comes from
Career taxonomies, government and university policy pages, public job listings, and employer pages. Every record in AIHR carries its source, region, and the date it was last checked.
Sources & updates
Where AIHR information comes from
AIHR does not rely on model memory alone. This page explains our source and update principles.
When sources conflict
We keep the conflicting records and show both, with dates. We never silently average or pick one. You can always open the original page and judge yourself.
When information is stale
Fast-changing items — requirements, source pages, assessments — are rechecked on a schedule. If we cannot confirm freshness, the item is marked as possibly outdated instead of being hidden.
When we research live
If base data cannot answer your question, a constrained research run checks public sources. New findings enter as clearly-marked candidates and are reviewed before becoming reference data.
Example source records
The following are demonstration records that show the information every real source carries.
Graduate settlement policy (sample city)
演示数据 DemoMunicipal human resources bureau · 中国大陆 · 访问于 2026-08-10
示例：政策类来源记录包含发布机构、访问日期、地区与状态。
Employer campus recruiting page
演示数据 DemoPublic employer site · Global · 访问于 2026-08-12
Example: employer sources record the page, the access date, and review status.