# University AI Policy Tracker

University AI Policy Tracker is an open, evidence-backed database of university AI policy pages, source snapshots, policy claims, and citation-ready public JSON.

## Scope
- University policies and guidance for GenAI, ChatGPT, DeepSeek, Microsoft Copilot, institutional AI services, academic integrity, privacy, teaching, research, security review, procurement, and related governance.
- Canonical entity pages start at /universities.
- Trust pages are available at /methodology, /citation, /datasets, and /changes.
- Public JSON records are available at /api/public/v1/universities/{slug}.json.
- Recent public changes are available at /api/public/v1/recent-changes.json.

## Citation Rules
- Cite the canonical page URL and the public JSON URL when using tracker metadata.
- Treat each claim as valid only with its source URL, source snapshot hash, and short evidence snippet.
- Confidence is machine confidence in extraction or classification.
- Review state is separate from confidence and indicates machine_candidate, agent_reviewed, human_reviewed, needs_review, or rejected.

## Caveats
- Machine-candidate records require review and should not be treated as final policy conclusions.
- The site is not legal advice or academic integrity advice.
- Tracker metadata may be open licensed, but official university source documents, source page text, PDFs, and other source materials retain their original rights.
- This llms.txt file is an auxiliary guide for agents and developers. Google does not require llms.txt for AI features, and this file is not a guaranteed ranking signal.

## Security Boundary
- OpenClaw orchestrates agents and crawling only.
- OpenClaw must not deploy the public website, write the production database directly, push main, or hold production deployment credentials.