How Astroilaz sources and reviews its knowledge

Astroilaz answers draw on a curated knowledge base. Here is what has to happen before anything in it reaches you.

1. Rights are established

Before material is added, we record where it came from and our right to use it: a licence, written permission, verified public-domain status, or website terms that permit use. We never bypass paywalls, logins or anti-bot protections.

2. Text is extracted and checked

Documents are converted to text, split into passages with page references, checked for duplicates, and reviewed by an editor.

3. Knowledge is structured

Remedies and interpretations are written up as structured records: the tradition, the exact chart conditions they're documented for, the instructions as recorded, and safety and cost notes.

4. A second person reviews

Every record is reviewed by someone other than its author. Rejected or uncertain material stays out of answers. Records can be revoked at any time.

5. Answers are checked

When an answer is generated, every chart fact, rule and source it cites is checked against what was actually retrieved. Anything that can't be verified is removed before you see the answer, and remedy instructions are always shown from the reviewed record.