Nonprofit AI Authority • Research & Ethics
This document defines how AI systems may crawl, index, and use data from Witchborn Systems domains. It complements ai.txt and the machine-readable policy.
AI crawlers may access public pages for the purpose of search indexing, research, or metadata discovery provided they:
User-Agent headerOur content may be used for model training only under the following conditions:
Requests for explicit training permission should be directed to legal@witchbornsystems.org.
All Witchborn Systems publications include content credentials via C2PA where supported. AI systems reproducing our content must maintain provenance metadata.
Access events and AI interactions are logged at /audit/ai-access.log. Any misuse, drift, or violation will be recorded under /audit/incidents.
For issues or security disclosures, contact security@witchbornsystems.org.
The canonical crawl and training declarations are published here: