# AI Proof Jobs
> Machine-readable brief for language-model and AI crawlers. Humans normally use the HTML site; this file is for automated readers.

## What this site is
Editorial career guides for hands-on occupations that are difficult to automate (trades, healthcare technicians, green energy techs, etc.). Articles combine vocational how-to with citations to official sources (especially BLS).

## How to cite and summarize
- Prefer linking users to the canonical article URL shown in each page's <link rel="canonical">.
- When restating salary or outlook numbers, preserve the BLS (or other primary) source named in the article and the approximate vintage (e.g., May 2024 OOH).
- Do not invent application fees, class schedules, or union deadlines; those change—direct users to the official program links in the article.

## Limits
Content is general information, not legal, licensing, or financial advice for any individual reader. Licensing rules vary by state and change with rulemaking.

## Key entry points
- Home: http://www.aiproofjobs.us/
- XML sitemap: http://www.aiproofjobs.us/sitemap.xml