Governance
Ethical AI
Commitments with mechanisms: fairness, community autonomy, contestability, and benefit sharing.
Ethics here means interfaces: report harmful outputs, challenge AI content, request human review, appeal moderation, report misrepresentation, and withdraw content. Each creates a tracked case with a human owner.
What this covers
- Contestability channels on every dashboard
- Bias evaluation before workflows publish
- Sacred-knowledge protection by architecture
- Benefit sharing and creator compensation settings
Help us shape this platform
We're looking for municipalities, museums, communities, and creators who want to put these ideas to work. If that sounds like you, we'd love to talk.