About & Contributing
Help improve this community-curated index.
What we're capturing
- Initiatives that shape AI data flows via preference signals, licenses/terms, collectives, technical controls, certification, or new infrastructures.
- Concrete implementation details (links to specs, repos, headers/robots examples) and evidence of use.
- Practical metadata: status, pipeline stages, jurisdictions, and adoption signals (users/data/money).
What's not in scope (for now)
- General-purpose anti-AI cybersecurity without a clear data rights angle.
- Pure research concepts without a public artifact or path to adoption.
- Content provenance-only work unless it directly informs data licensing/preferences.
How to contribute
- Suggest a new initiative or update an existing one (links appreciated: website, spec, repo, press, evidence of use).
- Provide short, neutral summaries; include any adoption metrics if public.
Send a note to Nick.
Developers: you can also open a PR by adding/updating a markdown file under content/data-licenses/initiatives/. See the schema in src/content.config.ts for available fields.
Discussions
Join the conversation about data licensing initiatives.
- GitHub Discussions — Threaded conversations with markdown support, reactions, and notifications.
- WhiteWind — Long-form posts on the ATProto/Bluesky network.