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Illustration for Desirable Property DP12: Community-based AI Governance
DP12ACTIVE

Community-based AI Governance

Who should decide how AI behaves in our communities?

AI rules decided by companies

AI policy should not be a terms-of-service footnote.

Model behavior affects classrooms, forums, and civic spaces. Community-based AI governance gives those spaces a real say in how assistance works among them.

Why this matters

A community forum enables an AI moderator tuned for engagement. Members wanted safety and nuance. They never got a vote; the vendor shipped a default.

  • Corporate AI policy monopoly
  • Local values ignored
  • No participatory override
  • One global default for plural contexts

Today's challenges

  • Vendor-set safety policies
  • No community review boards
  • Opaque model updates
  • Weak local configuration

Why today's Web struggles

AI governance is treated as a corporate risk function. Platforms lack durable mechanisms for communities to author, audit, and revise AI behavior in their contexts.

Communities have no voice

Imagine instead

Communities publish AI charters, review changes, and compose governance modules that travel with the group.

  • Participatory AI policy
  • Context-specific behavior constraints
  • Transparent change logs communities can contest

Communities shape AI behavior

Why this matters to everyone

  • Communities

    Align AI with local norms and purposes.

  • Educators

    Govern classroom AI with staff and students.

  • Governments

    Enable plural oversight without centralizing culture.

  • Developers

    Expose hooks for community policy layers.

Meta-Layer capabilities

  • Community Governance
  • AI Accountability
  • AI Containment
  • Meta-Communities
  • Consent

Real-world examples

  • Online forums

    Member-led AI moderation charters.

  • Schools

    Shared AI use agreements.

  • Municipal services

    Public review of civic AI agents.

  • Research labs

    Consortium rules for model use.

Join the challenge

Choose how you'd like to contribute.